{ "approaches": [ { "aliases": ["health-care--single-payer-universal-coverage"], "analysis_frame": { "cause": "The theory is that fragmented insurance and coverage gaps leave people uninsured, underinsured, or priced out.", "evaluation_questions": [ "Is the row expanding coverage, controlling premiums, protecting existing funding, or building care capacity?", "Does it name a financing mechanism and jurisdiction?", "What source evidence shows that single-payer or universal coverage addresses the stated problem rather than just naming a topic?", "Which assumptions would have to be true for this to work in practice?", "Who pays, who benefits, and what gets worse if this approach is implemented?" ], "evidence_needed": [ "Comparable candidate sources that name the same problem and policy lever.", "Independent or administrative data that tests whether the lever can plausibly change outcomes." ], "evidence_signal": "This is the strongest health-coverage cluster in the artifact, but the rows do not settle financing design.", "plausibility": "Plausible for coverage expansion if financing, provider payment, and transition plans are credible; weak if funding is undefined.", "possible_solution": "Move toward single-payer, universal coverage, or coverage expansion for all Californians.", "problem": "Health coverage gaps, cost exposure, or fragmented insurance are framed as blocking access to care.", "problem_kind": "policy_problem", "related_problems": ["Hospital financing", "Medi-Cal funding", "Health workforce"], "tradeoffs": [ "Can reduce coverage gaps, but financing and transition disruption are central risks.", "Universal coverage does not automatically solve provider access or hospital finance." ] }, "approach_id": "health-care--single-payer-universal-coverage", "candidate_count": 5, "cause": "The theory is that fragmented insurance and coverage gaps leave people uninsured, underinsured, or priced out.", "claim_count": 8, "confidence": 0.77, "coverage_notes": [ "Support and opposition signals share this boundary; review whether it should split." ], "coverage_score": 88, "deduped_evidence_count": 8, "evidence": [ { "candidate_id": "chad-bianco", "candidate_name": "Chad Bianco", "claim_id": "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-chad-bianco-p-7f0b32a5", "claim_type": "pushback", "date": "2026-04-28", "event_id": "event-2026-04-28-cbs-california-pomona-governor-debate", "event_title": "CBS California / Pomona College Governor's Debate", "matched_keywords": ["single-payer"], "party": "Republican", "source_url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "stance": "oppose", "stance_confidence": 0.72, "stance_reason": "opposition_language", "text": "Bianco rejects single-payer health care in California and frames it as socialism.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "katie-porter", "candidate_name": "Katie Porter", "claim_id": "cl-app-source-porter-single-payer-health-care-priority-page-91115b4d4402e18-7a2f8239", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-porter-single-payer-health-care-priority-page-91115b4d4402e183-e2522fc5", "event_title": "Porter single-payer health-care priority page", "matched_keywords": ["single-payer"], "party": "Democratic", "source_url": "https://katieporter.com/priority/single-payer-health-care/", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Lay the groundwork for CalCare or Medicare for All by building toward single-payer health care in California.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_id": "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-tom-steyer-pi-90688121", "claim_type": "recommendation", "date": "2026-04-28", "event_id": "event-2026-04-28-cbs-california-pomona-governor-debate", "event_title": "CBS California / Pomona College Governor's Debate", "matched_keywords": ["single-payer"], "party": "Democratic", "source_url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "stance": "qualify", "stance_confidence": 0.56, "stance_reason": "qualified_or_causal_language", "text": "Steyer says health care should be treated as a right and that California should pursue single-payer, while also calling a special election to close a corporate real estate tax loophole to raise $22 billion.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_id": "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-1ed969a9", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8", "event_title": "Steyer health care issue page", "matched_keywords": ["single-payer"], "party": "Democratic", "source_url": "https://www.tomsteyer.com/issues/healthcare", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Move California toward single-payer health care that covers everyone, regulates rates, cuts out insurance middlemen, and protects rural hospitals.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_id": "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-a4393988", "claim_type": "assertion", "date": "2026-05-26", "event_id": "source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8", "event_title": "Steyer health care issue page", "matched_keywords": ["single-payer"], "party": "Democratic", "source_url": "https://www.tomsteyer.com/issues/healthcare", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Steyer argues California’s current health care system is unsustainable and that moving to a single-payer system is the best way to lower costs and expand coverage.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "tony-k-thurmond", "candidate_name": "Tony K. Thurmond", "claim_id": "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-ton-3a539ecc", "claim_type": "recommendation", "date": "2026-02-03", "event_id": "event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate", "event_title": "Black Action Alliance / KTVU / KTTV California gubernatorial debate", "matched_keywords": [ "all californians", "health care for all", "undocumented immigrants", "universal" ], "party": "Democratic", "source_url": "https://www.blackactionalliance.org/events/2026-ca-gubernatorial-debate-hosted-by-black-action-alliance", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Thurmond says that as governor he would restore universal health care for all Californians, including undocumented immigrants.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "tony-k-thurmond", "candidate_name": "Tony K. Thurmond", "claim_id": "cl-app-source-california-official-voter-guide-candidate-statements-0adc75f3-b5135d30", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-california-official-voter-guide-candidate-statements-0adc75f3506cf755-77e94c48", "event_title": "California official voter guide candidate statements", "matched_keywords": ["health care for all"], "party": "Democratic", "source_url": "https://voterguide.sos.ca.gov/candidates/governor-candidate-statements.htm", "stance": "qualify", "stance_confidence": 0.56, "stance_reason": "qualified_or_causal_language", "text": "Advance health care for all while keeping hospitals and public health services funded.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_id": "cl-app-source-becerra-campaign-priorities-8221044063720d88-d22b2c42-xavier-ba5f9b4d", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-becerra-campaign-priorities-8221044063720d88-d22b2c42", "event_title": "Becerra campaign priorities", "matched_keywords": ["single-payer", "universal"], "party": "Democratic", "source_url": "https://www.xavierbecerra2026.com/priorities/", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Make health care more affordable, protect Medi-Cal, and build toward universal/single-payer coverage.", "theme_id": "health-care", "theme_label": "Health Care" } ], "evidence_groups": [ { "candidate_id": "katie-porter", "candidate_name": "Katie Porter", "claim_ids": [ "cl-app-source-porter-single-payer-health-care-priority-page-91115b4d4402e18-7a2f8239" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:single-payer-universal-coverage:evidence:katie-porter:support:f2d39c3bee", "matched_keywords": ["single-payer"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-porter-single-payer-health-care-priority-page-91115b4d4402e18-7a2f8239", "date": "2026-05-26", "event_id": "source-porter-single-payer-health-care-priority-page-91115b4d4402e183-e2522fc5", "event_title": "Porter single-payer health-care priority page", "source_url": "https://katieporter.com/priority/single-payer-health-care/", "text": "Lay the groundwork for CalCare or Medicare for All by building toward single-payer health care in California." } ], "stance": "support", "statement": "Lay the groundwork for CalCare or Medicare for All by building toward single-payer health care in California." }, { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_ids": [ "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-1ed969a9" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:single-payer-universal-coverage:evidence:tom-steyer:support:11a75084a9", "matched_keywords": ["single-payer"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-1ed969a9", "date": "2026-05-26", "event_id": "source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8", "event_title": "Steyer health care issue page", "source_url": "https://www.tomsteyer.com/issues/healthcare", "text": "Move California toward single-payer health care that covers everyone, regulates rates, cuts out insurance middlemen, and protects rural hospitals." } ], "stance": "support", "statement": "Move California toward single-payer health care that covers everyone, regulates rates, cuts out insurance middlemen, and protects rural hospitals." }, { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_ids": [ "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-tom-steyer-pi-90688121" ], "claim_type": "recommendation", "date": "2026-04-28", "group_id": "idea:health-care:single-payer-universal-coverage:evidence:tom-steyer:qualify:2796eb505a", "matched_keywords": ["single-payer"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-tom-steyer-pi-90688121", "date": "2026-04-28", "event_id": "event-2026-04-28-cbs-california-pomona-governor-debate", "event_title": "CBS California / Pomona College Governor's Debate", "source_url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "text": "Steyer says health care should be treated as a right and that California should pursue single-payer, while also calling a special election to close a corporate real estate tax loophole to raise $22 billion." } ], "stance": "qualify", "statement": "Steyer says health care should be treated as a right and that California should pursue single-payer, while also calling a special election to close a corporate real estate tax loophole to raise $22 billion." }, { "candidate_id": "tony-k-thurmond", "candidate_name": "Tony K. Thurmond", "claim_ids": [ "cl-app-source-california-official-voter-guide-candidate-statements-0adc75f3-b5135d30" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:single-payer-universal-coverage:evidence:tony-k-thurmond:qualify:4ef95f669e", "matched_keywords": ["health care for all"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-california-official-voter-guide-candidate-statements-0adc75f3-b5135d30", "date": "2026-05-26", "event_id": "source-california-official-voter-guide-candidate-statements-0adc75f3506cf755-77e94c48", "event_title": "California official voter guide candidate statements", "source_url": "https://voterguide.sos.ca.gov/candidates/governor-candidate-statements.htm", "text": "Advance health care for all while keeping hospitals and public health services funded." } ], "stance": "qualify", "statement": "Advance health care for all while keeping hospitals and public health services funded." }, { "candidate_id": "tony-k-thurmond", "candidate_name": "Tony K. Thurmond", "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-ton-3a539ecc" ], "claim_type": "recommendation", "date": "2026-02-03", "group_id": "idea:health-care:single-payer-universal-coverage:evidence:tony-k-thurmond:support:1458cdab61", "matched_keywords": [ "all californians", "health care for all", "undocumented immigrants", "universal" ], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-ton-3a539ecc", "date": "2026-02-03", "event_id": "event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate", "event_title": "Black Action Alliance / KTVU / KTTV California gubernatorial debate", "source_url": "https://www.blackactionalliance.org/events/2026-ca-gubernatorial-debate-hosted-by-black-action-alliance", "text": "Thurmond says that as governor he would restore universal health care for all Californians, including undocumented immigrants." } ], "stance": "support", "statement": "Thurmond says that as governor he would restore universal health care for all Californians, including undocumented immigrants." }, { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_ids": [ "cl-app-source-becerra-campaign-priorities-8221044063720d88-d22b2c42-xavier-ba5f9b4d" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:single-payer-universal-coverage:evidence:xavier-becerra:support:43a4d6129a", "matched_keywords": ["single-payer", "universal"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-becerra-campaign-priorities-8221044063720d88-d22b2c42-xavier-ba5f9b4d", "date": "2026-05-26", "event_id": "source-becerra-campaign-priorities-8221044063720d88-d22b2c42", "event_title": "Becerra campaign priorities", "source_url": "https://www.xavierbecerra2026.com/priorities/", "text": "Make health care more affordable, protect Medi-Cal, and build toward universal/single-payer coverage." } ], "stance": "support", "statement": "Make health care more affordable, protect Medi-Cal, and build toward universal/single-payer coverage." }, { "candidate_id": "chad-bianco", "candidate_name": "Chad Bianco", "claim_ids": [ "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-chad-bianco-p-7f0b32a5" ], "claim_type": "pushback", "date": "2026-04-28", "group_id": "idea:health-care:single-payer-universal-coverage:evidence:chad-bianco:oppose:d163004664", "matched_keywords": ["single-payer"], "party": "Republican", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-chad-bianco-p-7f0b32a5", "date": "2026-04-28", "event_id": "event-2026-04-28-cbs-california-pomona-governor-debate", "event_title": "CBS California / Pomona College Governor's Debate", "source_url": "https://www.youtube.com/watch?v=1ikN8crwsFM", "text": "Bianco rejects single-payer health care in California and frames it as socialism." } ], "stance": "oppose", "statement": "Bianco rejects single-payer health care in California and frames it as socialism." }, { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_ids": [ "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-a4393988" ], "claim_type": "assertion", "date": "2026-05-26", "group_id": "idea:health-care:single-payer-universal-coverage:evidence:tom-steyer:support:ad7062e936", "matched_keywords": ["single-payer"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-a4393988", "date": "2026-05-26", "event_id": "source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8", "event_title": "Steyer health care issue page", "source_url": "https://www.tomsteyer.com/issues/healthcare", "text": "Steyer argues California’s current health care system is unsustainable and that moving to a single-payer system is the best way to lower costs and expand coverage." } ], "stance": "support", "statement": "Steyer argues California’s current health care system is unsustainable and that moving to a single-payer system is the best way to lower costs and expand coverage." } ], "evidence_quality": "comparative", "evidence_signal": "This is the strongest health-coverage cluster in the artifact, but the rows do not settle financing design.", "idea_id": "idea:health-care:single-payer-universal-coverage", "idea_kind": "policy", "idea_slug": "single-payer-universal-coverage", "issue_id": "health-care", "label": "Single-payer or universal coverage", "matched_keywords": [ { "count": 6, "keyword": "single-payer" }, { "count": 2, "keyword": "health care for all" }, { "count": 2, "keyword": "universal" }, { "count": 1, "keyword": "all californians" }, { "count": 1, "keyword": "undocumented immigrants" } ], "party_aggregates": [ { "candidate_count": 4, "claim_count": 7, "issue_candidate_count": 6, "party": "Democratic" }, { "candidate_count": 1, "claim_count": 1, "issue_candidate_count": 2, "party": "Republican" } ], "plausibility": "Plausible for coverage expansion if financing, provider payment, and transition plans are credible; weak if funding is undefined.", "problem": "Health coverage gaps, cost exposure, or fragmented insurance are framed as blocking access to care.", "quality_flags": ["mixed_support_opposition"], "related_problem_links": [], "related_problems": ["Hospital financing", "Medi-Cal funding", "Health workforce"], "review_status": "generated_review_candidate", "semantic_group_id": "idea-group:health-care:coverage-expansion", "semantic_group_label": "Coverage expansion and public options", "semantic_group_slug": "coverage-expansion", "solution": "Move toward single-payer, universal coverage, or coverage expansion for all Californians.", "source_count": 6, "stance_counts": { "oppose": 1, "qualify": 2, "record": 0, "support": 5, "unclear": 0 }, "summary": "Builds toward single-payer, universal health care, or coverage for all Californians.", "tradeoffs": [ "Can reduce coverage gaps, but financing and transition disruption are central risks.", "Universal coverage does not automatically solve provider access or hospital finance." ], "variants": [ { "candidate_count": 4, "claim_ids": [ "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-chad-bianco-p-7f0b32a5", "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-tom-steyer-pi-90688121", "cl-app-source-becerra-campaign-priorities-8221044063720d88-d22b2c42-xavier-ba5f9b4d", "cl-app-source-porter-single-payer-health-care-priority-page-91115b4d4402e18-7a2f8239", "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-1ed969a9", "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-a4393988" ], "evidence_count": 6, "label": "single-payer", "matched_keyword": "single-payer", "matched_keywords": ["single-payer"], "slug": "single-payer", "source_count": 4, "variant_id": "idea:health-care:single-payer-universal-coverage:single-payer" }, { "candidate_count": 1, "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-ton-3a539ecc", "cl-app-source-california-official-voter-guide-candidate-statements-0adc75f3-b5135d30" ], "evidence_count": 2, "label": "health care for all", "matched_keyword": "health care for all", "matched_keywords": ["health care for all"], "slug": "health-care-for-all", "source_count": 2, "variant_id": "idea:health-care:single-payer-universal-coverage:health-care-for-all" }, { "candidate_count": 2, "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-ton-3a539ecc", "cl-app-source-becerra-campaign-priorities-8221044063720d88-d22b2c42-xavier-ba5f9b4d" ], "evidence_count": 2, "label": "universal", "matched_keyword": "universal", "matched_keywords": ["universal"], "slug": "universal", "source_count": 2, "variant_id": "idea:health-care:single-payer-universal-coverage:universal" }, { "candidate_count": 1, "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-ton-3a539ecc" ], "evidence_count": 1, "label": "all californians", "matched_keyword": "all californians", "matched_keywords": ["all californians"], "slug": "all-californians", "source_count": 1, "variant_id": "idea:health-care:single-payer-universal-coverage:all-californians" }, { "candidate_count": 1, "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-ton-3a539ecc" ], "evidence_count": 1, "label": "undocumented immigrants", "matched_keyword": "undocumented immigrants", "matched_keywords": ["undocumented immigrants"], "slug": "undocumented-immigrants", "source_count": 1, "variant_id": "idea:health-care:single-payer-universal-coverage:undocumented-immigrants" } ] }, { "aliases": ["health-care--care-workforce-local-access"], "analysis_frame": { "cause": "The theory is that workforce shortages and local provider gaps turn coverage into delayed or unavailable care.", "evaluation_questions": [ "Is the row expanding coverage, controlling premiums, protecting existing funding, or building care capacity?", "Does it name a financing mechanism and jurisdiction?", "What source evidence shows that care workforce and local access addresses the stated problem rather than just naming a topic?", "Which assumptions would have to be true for this to work in practice?", "Who pays, who benefits, and what gets worse if this approach is implemented?" ], "evidence_needed": [ "Comparable candidate sources that name the same problem and policy lever.", "Independent or administrative data that tests whether the lever can plausibly change outcomes." ], "evidence_signal": "The current rows show an access-capacity approach distinct from coverage expansion, though comparative coverage is limited.", "plausibility": "Plausible where workforce or clinic capacity is the bottleneck; slower than insurance changes because training and facility capacity take time.", "possible_solution": "Expand local care capacity through clinics, training seats, workforce incentives, loan forgiveness, or mental-health access.", "problem": "Coverage does not guarantee care if clinics, nurses, primary care, behavioral-health workers, or local access are insufficient.", "problem_kind": "policy_problem", "related_problems": ["Mental health", "Education workforce", "Rural and local access"], "tradeoffs": [ "Can improve real access, but requires sustained funding and workforce pipelines.", "Targeting underserved regions may be harder than broad statewide promises." ] }, "approach_id": "health-care--care-workforce-local-access", "candidate_count": 2, "cause": "The theory is that workforce shortages and local provider gaps turn coverage into delayed or unavailable care.", "claim_count": 4, "confidence": 0.59, "coverage_notes": [], "coverage_score": 58, "deduped_evidence_count": 4, "evidence": [ { "candidate_id": "antonio-villaraigosa", "candidate_name": "Antonio Villaraigosa", "claim_id": "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34223c", "event_title": "Villaraigosa affordable California plan", "matched_keywords": [ "behavioral-health workforce", "community health centers", "loan forgiveness", "mental-health access", "nursing seats", "primary care" ], "party": "Democratic", "source_url": "https://www.antonio2026.com/plan", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Expand community health centers, primary care, nursing seats, behavioral-health workforce slots, loan forgiveness, and mental-health access enforcement.", "theme_id": "health-care-workforce", "theme_label": "Health Care Workforce" }, { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_id": "cl-app-source-yee-campaign-priorities-interview-18040703613e7e5c-b6dd9439-b-eb88fabc", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-yee-campaign-priorities-interview-18040703613e7e5c-b6dd9439", "event_title": "Yee campaign priorities interview", "matched_keywords": ["access to health care"], "party": "Democratic", "source_url": "https://bettyyee.com/betty-yee-governor-presscast-priorities/", "stance": "support", "stance_confidence": 0.58, "stance_reason": "recommendation_default", "text": "Improve access to health care and quality education.", "theme_id": "health-care-education", "theme_label": "Health Care Education" }, { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_id": "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-7bb4a0a4", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2c98a", "event_title": "Yee UC Riverside health-care forum page", "matched_keywords": ["public-health infrastructure", "underserved regions"], "party": "Democratic", "source_url": "https://bettyyee.com/betty-yee-highlights-health-care-as-an-economic-priority-at-uc-riversides-health-matters-forum/", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Treat health care as an economic priority by expanding access in underserved regions, reducing costs, and strengthening public-health infrastructure.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_id": "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-a7f37f1d", "claim_type": "assertion", "date": "2026-05-26", "event_id": "source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2c98a", "event_title": "Yee UC Riverside health-care forum page", "matched_keywords": ["underserved regions"], "party": "Democratic", "source_url": "https://bettyyee.com/betty-yee-highlights-health-care-as-an-economic-priority-at-uc-riversides-health-matters-forum/", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Yee frames health care as central to California's economic agenda and says the state should expand access in underserved regions such as the Inland Empire.", "theme_id": "health-care", "theme_label": "Health Care" } ], "evidence_groups": [ { "candidate_id": "antonio-villaraigosa", "candidate_name": "Antonio Villaraigosa", "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:care-workforce-local-access:evidence:antonio-villaraigosa:support:a17da22cb7", "matched_keywords": [ "behavioral-health workforce", "community health centers", "loan forgiveness", "mental-health access", "nursing seats", "primary care" ], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa", "date": "2026-05-26", "event_id": "source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34223c", "event_title": "Villaraigosa affordable California plan", "source_url": "https://www.antonio2026.com/plan", "text": "Expand community health centers, primary care, nursing seats, behavioral-health workforce slots, loan forgiveness, and mental-health access enforcement." } ], "stance": "support", "statement": "Expand community health centers, primary care, nursing seats, behavioral-health workforce slots, loan forgiveness, and mental-health access enforcement." }, { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_ids": [ "cl-app-source-yee-campaign-priorities-interview-18040703613e7e5c-b6dd9439-b-eb88fabc" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:care-workforce-local-access:evidence:betty-t-yee:support:83201c13c0", "matched_keywords": ["access to health care"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-yee-campaign-priorities-interview-18040703613e7e5c-b6dd9439-b-eb88fabc", "date": "2026-05-26", "event_id": "source-yee-campaign-priorities-interview-18040703613e7e5c-b6dd9439", "event_title": "Yee campaign priorities interview", "source_url": "https://bettyyee.com/betty-yee-governor-presscast-priorities/", "text": "Improve access to health care and quality education." } ], "stance": "support", "statement": "Improve access to health care and quality education." }, { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_ids": [ "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-7bb4a0a4" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:care-workforce-local-access:evidence:betty-t-yee:support:2aa05c9e9a", "matched_keywords": ["public-health infrastructure", "underserved regions"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-7bb4a0a4", "date": "2026-05-26", "event_id": "source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2c98a", "event_title": "Yee UC Riverside health-care forum page", "source_url": "https://bettyyee.com/betty-yee-highlights-health-care-as-an-economic-priority-at-uc-riversides-health-matters-forum/", "text": "Treat health care as an economic priority by expanding access in underserved regions, reducing costs, and strengthening public-health infrastructure." } ], "stance": "support", "statement": "Treat health care as an economic priority by expanding access in underserved regions, reducing costs, and strengthening public-health infrastructure." }, { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_ids": [ "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-a7f37f1d" ], "claim_type": "assertion", "date": "2026-05-26", "group_id": "idea:health-care:care-workforce-local-access:evidence:betty-t-yee:support:a844362a49", "matched_keywords": ["underserved regions"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-a7f37f1d", "date": "2026-05-26", "event_id": "source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2c98a", "event_title": "Yee UC Riverside health-care forum page", "source_url": "https://bettyyee.com/betty-yee-highlights-health-care-as-an-economic-priority-at-uc-riversides-health-matters-forum/", "text": "Yee frames health care as central to California's economic agenda and says the state should expand access in underserved regions such as the Inland Empire." } ], "stance": "support", "statement": "Yee frames health care as central to California's economic agenda and says the state should expand access in underserved regions such as the Inland Empire." } ], "evidence_quality": "limited", "evidence_signal": "The current rows show an access-capacity approach distinct from coverage expansion, though comparative coverage is limited.", "idea_id": "idea:health-care:care-workforce-local-access", "idea_kind": "policy", "idea_slug": "care-workforce-local-access", "issue_id": "health-care", "label": "Care workforce and local access", "matched_keywords": [ { "count": 2, "keyword": "underserved regions" }, { "count": 1, "keyword": "behavioral-health workforce" }, { "count": 1, "keyword": "community health centers" }, { "count": 1, "keyword": "loan forgiveness" }, { "count": 1, "keyword": "mental-health access" }, { "count": 1, "keyword": "nursing seats" }, { "count": 1, "keyword": "primary care" }, { "count": 1, "keyword": "access to health care" } ], "party_aggregates": [ { "candidate_count": 2, "claim_count": 4, "issue_candidate_count": 6, "party": "Democratic" } ], "plausibility": "Plausible where workforce or clinic capacity is the bottleneck; slower than insurance changes because training and facility capacity take time.", "problem": "Coverage does not guarantee care if clinics, nurses, primary care, behavioral-health workers, or local access are insufficient.", "quality_flags": [], "related_problem_links": [], "related_problems": ["Mental health", "Education workforce", "Rural and local access"], "review_status": "generated_review_candidate", "semantic_group_id": "idea-group:health-care:coverage-expansion", "semantic_group_label": "Coverage expansion and public options", "semantic_group_slug": "coverage-expansion", "solution": "Expand local care capacity through clinics, training seats, workforce incentives, loan forgiveness, or mental-health access.", "source_count": 3, "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 4, "unclear": 0 }, "summary": "Expands community clinics, primary care, nursing capacity, behavioral-health workforce, or mental-health access.", "tradeoffs": [ "Can improve real access, but requires sustained funding and workforce pipelines.", "Targeting underserved regions may be harder than broad statewide promises." ], "variants": [ { "candidate_count": 1, "claim_ids": [ "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-7bb4a0a4", "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-a7f37f1d" ], "evidence_count": 2, "label": "underserved regions", "matched_keyword": "underserved regions", "matched_keywords": ["underserved regions"], "slug": "underserved-regions", "source_count": 1, "variant_id": "idea:health-care:care-workforce-local-access:underserved-regions" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-yee-campaign-priorities-interview-18040703613e7e5c-b6dd9439-b-eb88fabc" ], "evidence_count": 1, "label": "access to health care", "matched_keyword": "access to health care", "matched_keywords": ["access to health care"], "slug": "access-to-health-care", "source_count": 1, "variant_id": "idea:health-care:care-workforce-local-access:access-to-health-care" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa" ], "evidence_count": 1, "label": "behavioral-health workforce", "matched_keyword": "behavioral-health workforce", "matched_keywords": ["behavioral-health workforce"], "slug": "behavioral-health-workforce", "source_count": 1, "variant_id": "idea:health-care:care-workforce-local-access:behavioral-health-workforce" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa" ], "evidence_count": 1, "label": "community health centers", "matched_keyword": "community health centers", "matched_keywords": ["community health centers"], "slug": "community-health-centers", "source_count": 1, "variant_id": "idea:health-care:care-workforce-local-access:community-health-centers" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa" ], "evidence_count": 1, "label": "loan forgiveness", "matched_keyword": "loan forgiveness", "matched_keywords": ["loan forgiveness"], "slug": "loan-forgiveness", "source_count": 1, "variant_id": "idea:health-care:care-workforce-local-access:loan-forgiveness" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa" ], "evidence_count": 1, "label": "mental-health access", "matched_keyword": "mental-health access", "matched_keywords": ["mental-health access"], "slug": "mental-health-access", "source_count": 1, "variant_id": "idea:health-care:care-workforce-local-access:mental-health-access" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa" ], "evidence_count": 1, "label": "nursing seats", "matched_keyword": "nursing seats", "matched_keywords": ["nursing seats"], "slug": "nursing-seats", "source_count": 1, "variant_id": "idea:health-care:care-workforce-local-access:nursing-seats" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa" ], "evidence_count": 1, "label": "primary care", "matched_keyword": "primary care", "matched_keywords": ["primary care"], "slug": "primary-care", "source_count": 1, "variant_id": "idea:health-care:care-workforce-local-access:primary-care" } ] }, { "aliases": ["health-care--reproductive-health-protection"], "analysis_frame": { "cause": "The theory is that legal rollbacks or hostile enforcement can block reproductive health access even where care capacity exists.", "evaluation_questions": [ "Is the row expanding coverage, controlling premiums, protecting existing funding, or building care capacity?", "Does it name a financing mechanism and jurisdiction?", "What source evidence shows that reproductive health protections addresses the stated problem rather than just naming a topic?", "Which assumptions would have to be true for this to work in practice?", "Who pays, who benefits, and what gets worse if this approach is implemented?" ], "evidence_needed": [ "A source naming the protected group, right, enforcement tool, and remedy.", "Authority analysis showing which state or local institution can implement it." ], "evidence_signal": "This is a health-rights cluster; current source coverage is narrow but more specific than a generic rights bucket.", "plausibility": "Plausible when state protections, provider support, and legal defense are specific; limited by federal litigation and provider availability.", "possible_solution": "Use state legal authority, health programs, and executive action to protect abortion and reproductive health access.", "problem": "People can lose access to reproductive health care when federal or state legal protections are weakened.", "problem_kind": "policy_problem", "related_problems": ["Health access", "Civil rights", "Federal health policy"], "tradeoffs": [ "Can preserve access and clarify legal protections, but may intensify state-federal conflict.", "Rights protection does not by itself solve provider capacity or affordability." ] }, "approach_id": "health-care--reproductive-health-protection", "candidate_count": 3, "cause": "The theory is that legal rollbacks or hostile enforcement can block reproductive health access even where care capacity exists.", "claim_count": 3, "confidence": 0.63, "coverage_notes": [], "coverage_score": 64, "deduped_evidence_count": 3, "evidence": [ { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_id": "cl-app-event-2026-02-26-kqed-political-breakdown-betty-yee-betty-t-yee-pi-s-8add3619", "claim_type": "assertion", "date": "2026-02-26", "event_id": "event-2026-02-26-kqed-political-breakdown-betty-yee", "event_title": "KQED Political Breakdown: Betty Yee on Fixing California's Budget Deficit", "matched_keywords": ["abortion", "reproductive"], "party": "Democratic", "source_url": "https://www.pbs.org/video/betty-yee-on-fixing-californias-budget-deficit-fbea2b/", "stance": "qualify", "stance_confidence": 0.56, "stance_reason": "qualified_or_causal_language", "text": "Yee argues that the president's actions have harmed women's access to reproductive health care, including by defunding Planned Parenthood and limiting abortion services for some women.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "katie-porter", "candidate_name": "Katie Porter", "claim_id": "cl-app-source-porter-health-care-protection-priority-page-31cd67af907f3564-9ae3f23c", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-porter-health-care-protection-priority-page-31cd67af907f3564-7ff62606", "event_title": "Porter health-care protection priority page", "matched_keywords": ["abortion", "abortion access"], "party": "Democratic", "source_url": "https://katieporter.com/priority/protecting-healthcare/", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Fight federal health-care cuts, protect and expand California health care, improve the health-care workforce, and defend abortion access.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "steve-hilton", "candidate_name": "Steve Hilton", "claim_id": "cl-app-source-hilton-family-first-agenda-cdfcfd339777d776-cff14467-steve-hi-3e0d69ba", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-hilton-family-first-agenda-cdfcfd339777d776-cff14467", "event_title": "Hilton Family First agenda", "matched_keywords": ["abortion"], "party": "Republican", "source_url": "https://stevehiltonforgovernor.com/policy/the-family-first-agenda/", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Hilton says he would pursue policies intended to move California toward more restrictions on abortion while expanding prenatal care and promoting adoption and support services for mothers.", "theme_id": "health-care", "theme_label": "Health Care" } ], "evidence_groups": [ { "candidate_id": "katie-porter", "candidate_name": "Katie Porter", "claim_ids": [ "cl-app-source-porter-health-care-protection-priority-page-31cd67af907f3564-9ae3f23c" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:reproductive-health-protection:evidence:katie-porter:support:71a9c8b241", "matched_keywords": ["abortion", "abortion access"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-porter-health-care-protection-priority-page-31cd67af907f3564-9ae3f23c", "date": "2026-05-26", "event_id": "source-porter-health-care-protection-priority-page-31cd67af907f3564-7ff62606", "event_title": "Porter health-care protection priority page", "source_url": "https://katieporter.com/priority/protecting-healthcare/", "text": "Fight federal health-care cuts, protect and expand California health care, improve the health-care workforce, and defend abortion access." } ], "stance": "support", "statement": "Fight federal health-care cuts, protect and expand California health care, improve the health-care workforce, and defend abortion access." }, { "candidate_id": "steve-hilton", "candidate_name": "Steve Hilton", "claim_ids": [ "cl-app-source-hilton-family-first-agenda-cdfcfd339777d776-cff14467-steve-hi-3e0d69ba" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:reproductive-health-protection:evidence:steve-hilton:support:f3d370d780", "matched_keywords": ["abortion"], "party": "Republican", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-hilton-family-first-agenda-cdfcfd339777d776-cff14467-steve-hi-3e0d69ba", "date": "2026-05-26", "event_id": "source-hilton-family-first-agenda-cdfcfd339777d776-cff14467", "event_title": "Hilton Family First agenda", "source_url": "https://stevehiltonforgovernor.com/policy/the-family-first-agenda/", "text": "Hilton says he would pursue policies intended to move California toward more restrictions on abortion while expanding prenatal care and promoting adoption and support services for mothers." } ], "stance": "support", "statement": "Hilton says he would pursue policies intended to move California toward more restrictions on abortion while expanding prenatal care and promoting adoption and support services for mothers." }, { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_ids": [ "cl-app-event-2026-02-26-kqed-political-breakdown-betty-yee-betty-t-yee-pi-s-8add3619" ], "claim_type": "assertion", "date": "2026-02-26", "group_id": "idea:health-care:reproductive-health-protection:evidence:betty-t-yee:qualify:92710ca10f", "matched_keywords": ["abortion", "reproductive"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-event-2026-02-26-kqed-political-breakdown-betty-yee-betty-t-yee-pi-s-8add3619", "date": "2026-02-26", "event_id": "event-2026-02-26-kqed-political-breakdown-betty-yee", "event_title": "KQED Political Breakdown: Betty Yee on Fixing California's Budget Deficit", "source_url": "https://www.pbs.org/video/betty-yee-on-fixing-californias-budget-deficit-fbea2b/", "text": "Yee argues that the president's actions have harmed women's access to reproductive health care, including by defunding Planned Parenthood and limiting abortion services for some women." } ], "stance": "qualify", "statement": "Yee argues that the president's actions have harmed women's access to reproductive health care, including by defunding Planned Parenthood and limiting abortion services for some women." } ], "evidence_quality": "limited", "evidence_signal": "This is a health-rights cluster; current source coverage is narrow but more specific than a generic rights bucket.", "idea_id": "idea:health-care:reproductive-health-protection", "idea_kind": "rights", "idea_slug": "reproductive-health-protection", "issue_id": "health-care", "label": "Reproductive health protections", "matched_keywords": [ { "count": 3, "keyword": "abortion" }, { "count": 1, "keyword": "reproductive" }, { "count": 1, "keyword": "abortion access" } ], "party_aggregates": [ { "candidate_count": 2, "claim_count": 2, "issue_candidate_count": 6, "party": "Democratic" }, { "candidate_count": 1, "claim_count": 1, "issue_candidate_count": 2, "party": "Republican" } ], "plausibility": "Plausible when state protections, provider support, and legal defense are specific; limited by federal litigation and provider availability.", "problem": "People can lose access to reproductive health care when federal or state legal protections are weakened.", "quality_flags": [], "related_problem_links": [], "related_problems": ["Health access", "Civil rights", "Federal health policy"], "review_status": "generated_review_candidate", "semantic_group_id": "idea-group:health-care:coverage-expansion", "semantic_group_label": "Coverage expansion and public options", "semantic_group_slug": "coverage-expansion", "solution": "Use state legal authority, health programs, and executive action to protect abortion and reproductive health access.", "source_count": 3, "stance_counts": { "oppose": 0, "qualify": 1, "record": 0, "support": 2, "unclear": 0 }, "summary": "Protects abortion access, reproductive rights, or related health-care legal protections.", "tradeoffs": [ "Can preserve access and clarify legal protections, but may intensify state-federal conflict.", "Rights protection does not by itself solve provider capacity or affordability." ], "variants": [ { "candidate_count": 3, "claim_ids": [ "cl-app-event-2026-02-26-kqed-political-breakdown-betty-yee-betty-t-yee-pi-s-8add3619", "cl-app-source-hilton-family-first-agenda-cdfcfd339777d776-cff14467-steve-hi-3e0d69ba", "cl-app-source-porter-health-care-protection-priority-page-31cd67af907f3564-9ae3f23c" ], "evidence_count": 3, "label": "abortion", "matched_keyword": "abortion", "matched_keywords": ["abortion"], "slug": "abortion", "source_count": 3, "variant_id": "idea:health-care:reproductive-health-protection:abortion" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-porter-health-care-protection-priority-page-31cd67af907f3564-9ae3f23c" ], "evidence_count": 1, "label": "abortion access", "matched_keyword": "abortion access", "matched_keywords": ["abortion access"], "slug": "abortion-access", "source_count": 1, "variant_id": "idea:health-care:reproductive-health-protection:abortion-access" }, { "candidate_count": 1, "claim_ids": [ "cl-app-event-2026-02-26-kqed-political-breakdown-betty-yee-betty-t-yee-pi-s-8add3619" ], "evidence_count": 1, "label": "reproductive", "matched_keyword": "reproductive", "matched_keywords": ["reproductive"], "slug": "reproductive", "source_count": 1, "variant_id": "idea:health-care:reproductive-health-protection:reproductive" } ] }, { "aliases": ["health-care--aca-patient-protections"], "analysis_frame": { "cause": "The theory is that federal rollbacks or court challenges can remove legal guarantees that make coverage usable.", "evaluation_questions": [ "Is the row expanding coverage, controlling premiums, protecting existing funding, or building care capacity?", "Does it name a financing mechanism and jurisdiction?", "What source evidence shows that aca and patient protections addresses the stated problem rather than just naming a topic?", "Which assumptions would have to be true for this to work in practice?", "Who pays, who benefits, and what gets worse if this approach is implemented?" ], "evidence_needed": [ "A source naming the protected group, right, enforcement tool, and remedy.", "Authority analysis showing which state or local institution can implement it." ], "evidence_signal": "This keeps ACA defense and pre-existing-condition protection distinct from generic civil-rights language.", "plausibility": "Plausible when tied to concrete litigation, waiver, or program authority; weaker as a general promise to protect care.", "possible_solution": "Use litigation, state policy, and program administration to defend ACA protections and patient access.", "problem": "People can lose practical access to care when federal rules weaken coverage guarantees or patient protections.", "problem_kind": "policy_problem", "related_problems": ["Medi-Cal funding", "Coverage expansion", "Federal overreach"], "tradeoffs": [ "Defensive litigation can preserve access but may not lower prices.", "State backstops may require budget tradeoffs if federal protections weaken." ] }, "approach_id": "health-care--aca-patient-protections", "candidate_count": 1, "cause": "The theory is that federal rollbacks or court challenges can remove legal guarantees that make coverage usable.", "claim_count": 2, "confidence": 0.53, "coverage_notes": ["Only one candidate currently has source rows here."], "coverage_score": 37, "deduped_evidence_count": 2, "evidence": [ { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_id": "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-xav-15f074da", "claim_type": "assertion", "date": "2026-02-03", "event_id": "event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate", "event_title": "Black Action Alliance / KTVU / KTTV California gubernatorial debate", "matched_keywords": ["affordable care act"], "party": "Democratic", "source_url": "https://www.blackactionalliance.org/events/2026-ca-gubernatorial-debate-hosted-by-black-action-alliance", "stance": "qualify", "stance_confidence": 0.5, "stance_reason": "assertion_without_clear_policy_direction", "text": "Becerra says that as California attorney general he defended the Affordable Care Act and DACA to the Supreme Court and defeated the Trump administration.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_id": "cl-app-event-2026-03-03-kqed-political-breakdown-xavier-becerra-xavier-bece-f77e6f29", "claim_type": "assertion", "date": "2026-03-03", "event_id": "event-2026-03-03-kqed-political-breakdown-xavier-becerra", "event_title": "KQED Political Breakdown: Xavier Becerra on Fighting Trump-Era Policies and Leading California", "matched_keywords": ["affordable care act", "pre-existing condition"], "party": "Democratic", "source_url": "https://www.pbs.org/video/xavier-becerra-on-fighting-trump-era-policies-and-leading-california-political-breakdown-bvdjt1/", "stance": "oppose", "stance_confidence": 0.72, "stance_reason": "opposition_language", "text": "Becerra says he defended the Affordable Care Act against the Trump administration at the Supreme Court and won, preserving protections for people with pre-existing conditions.", "theme_id": "health-care", "theme_label": "Health Care" } ], "evidence_groups": [ { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_ids": [ "cl-app-event-2026-03-03-kqed-political-breakdown-xavier-becerra-xavier-bece-f77e6f29" ], "claim_type": "assertion", "date": "2026-03-03", "group_id": "idea:health-care:aca-patient-protections:evidence:xavier-becerra:oppose:f93f71dc9a", "matched_keywords": ["affordable care act", "pre-existing condition"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-event-2026-03-03-kqed-political-breakdown-xavier-becerra-xavier-bece-f77e6f29", "date": "2026-03-03", "event_id": "event-2026-03-03-kqed-political-breakdown-xavier-becerra", "event_title": "KQED Political Breakdown: Xavier Becerra on Fighting Trump-Era Policies and Leading California", "source_url": "https://www.pbs.org/video/xavier-becerra-on-fighting-trump-era-policies-and-leading-california-political-breakdown-bvdjt1/", "text": "Becerra says he defended the Affordable Care Act against the Trump administration at the Supreme Court and won, preserving protections for people with pre-existing conditions." } ], "stance": "oppose", "statement": "Becerra says he defended the Affordable Care Act against the Trump administration at the Supreme Court and won, preserving protections for people with pre-existing conditions." }, { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-xav-15f074da" ], "claim_type": "assertion", "date": "2026-02-03", "group_id": "idea:health-care:aca-patient-protections:evidence:xavier-becerra:qualify:7344fbe718", "matched_keywords": ["affordable care act"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-xav-15f074da", "date": "2026-02-03", "event_id": "event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate", "event_title": "Black Action Alliance / KTVU / KTTV California gubernatorial debate", "source_url": "https://www.blackactionalliance.org/events/2026-ca-gubernatorial-debate-hosted-by-black-action-alliance", "text": "Becerra says that as California attorney general he defended the Affordable Care Act and DACA to the Supreme Court and defeated the Trump administration." } ], "stance": "qualify", "statement": "Becerra says that as California attorney general he defended the Affordable Care Act and DACA to the Supreme Court and defeated the Trump administration." } ], "evidence_quality": "single_candidate", "evidence_signal": "This keeps ACA defense and pre-existing-condition protection distinct from generic civil-rights language.", "idea_id": "idea:health-care:aca-patient-protections", "idea_kind": "rights", "idea_slug": "aca-patient-protections", "issue_id": "health-care", "label": "ACA and patient protections", "matched_keywords": [ { "count": 2, "keyword": "affordable care act" }, { "count": 1, "keyword": "pre-existing condition" } ], "party_aggregates": [ { "candidate_count": 1, "claim_count": 2, "issue_candidate_count": 6, "party": "Democratic" } ], "plausibility": "Plausible when tied to concrete litigation, waiver, or program authority; weaker as a general promise to protect care.", "problem": "People can lose practical access to care when federal rules weaken coverage guarantees or patient protections.", "quality_flags": ["single_candidate"], "related_problem_links": [], "related_problems": ["Medi-Cal funding", "Coverage expansion", "Federal overreach"], "review_status": "generated_review_candidate", "semantic_group_id": "idea-group:health-care:public-program-protection", "semantic_group_label": "Public-program protection and access record", "semantic_group_slug": "public-program-protection", "solution": "Use litigation, state policy, and program administration to defend ACA protections and patient access.", "source_count": 2, "stance_counts": { "oppose": 1, "qualify": 1, "record": 0, "support": 0, "unclear": 0 }, "summary": "Defends ACA coverage rules, pre-existing-condition protections, or patient access protections against rollback.", "tradeoffs": [ "Defensive litigation can preserve access but may not lower prices.", "State backstops may require budget tradeoffs if federal protections weaken." ], "variants": [ { "candidate_count": 1, "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-xav-15f074da", "cl-app-event-2026-03-03-kqed-political-breakdown-xavier-becerra-xavier-bece-f77e6f29" ], "evidence_count": 2, "label": "affordable care act", "matched_keyword": "affordable care act", "matched_keywords": ["affordable care act"], "slug": "affordable-care-act", "source_count": 2, "variant_id": "idea:health-care:aca-patient-protections:affordable-care-act" }, { "candidate_count": 1, "claim_ids": [ "cl-app-event-2026-03-03-kqed-political-breakdown-xavier-becerra-xavier-bece-f77e6f29" ], "evidence_count": 1, "label": "pre-existing condition", "matched_keyword": "pre-existing condition", "matched_keywords": ["pre-existing condition"], "slug": "pre-existing-condition", "source_count": 1, "variant_id": "idea:health-care:aca-patient-protections:pre-existing-condition" } ] }, { "aliases": ["health-care--medi-cal-federal-funding"], "analysis_frame": { "cause": "The theory is that federal cuts or eligibility changes would reduce access and destabilize providers.", "evaluation_questions": [ "Is the row expanding coverage, controlling premiums, protecting existing funding, or building care capacity?", "Does it name a financing mechanism and jurisdiction?", "What source evidence shows that protect medi-cal and federal funding addresses the stated problem rather than just naming a topic?", "Which assumptions would have to be true for this to work in practice?", "Who pays, who benefits, and what gets worse if this approach is implemented?" ], "evidence_needed": [ "Comparable candidate sources that name the same problem and policy lever.", "Independent or administrative data that tests whether the lever can plausibly change outcomes." ], "evidence_signal": "This node is partly defensive: it tracks protection of existing coverage rather than a new benefit design.", "plausibility": "Plausible as harm prevention when federal threats are concrete; success depends on litigation, negotiation, and state backfill capacity.", "possible_solution": "Defend Medi-Cal, Medicaid, and federal health funding against cuts, waivers, or eligibility restrictions.", "problem": "California health access depends heavily on Medi-Cal and federal funding streams that can be reduced or conditioned.", "problem_kind": "policy_problem", "related_problems": ["Universal coverage", "Hospital finance", "State budget"], "tradeoffs": [ "Protects existing access, but may require state funds if federal money falls.", "Defensive policy can preserve coverage while crowding out new expansions." ] }, "approach_id": "health-care--medi-cal-federal-funding", "candidate_count": 2, "cause": "The theory is that federal cuts or eligibility changes would reduce access and destabilize providers.", "claim_count": 2, "confidence": 0.57, "coverage_notes": [], "coverage_score": 46, "deduped_evidence_count": 2, "evidence": [ { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_id": "cl-app-event-2026-02-26-jewish-california-governor-candidate-forum-tom-stey-fbba772f", "claim_type": "prediction", "date": "2026-02-26", "event_id": "event-2026-02-26-jewish-california-governor-candidate-forum", "event_title": "Jewish California Governor 2026 Candidate Forum", "matched_keywords": ["medi-cal"], "party": "Democratic", "source_url": "https://www.youtube.com/watch?v=mH-ZKGUUlv0", "stance": "qualify", "stance_confidence": 0.5, "stance_reason": "assertion_without_clear_policy_direction", "text": "Steyer warns California faces a strained budget and says federal policy could leave one to three million people without Medi-Cal coverage, creating significant costs for the state.", "theme_id": "health-care", "theme_label": "Health Care" }, { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_id": "cl-app-event-2026-05-14-cbs-sf-examiner-governor-debate-xavier-becerra-pi-s-85ea117c", "claim_type": "assertion", "date": "2026-05-14", "event_id": "event-2026-05-14-cbs-sf-examiner-governor-debate", "event_title": "CBS News California / San Francisco Examiner gubernatorial debate", "matched_keywords": ["medi-cal"], "party": "Democratic", "source_url": "https://www.cbsnews.com/sanfrancisco/live-updates/2026-california-governors-race-primary-debate-bay-area/", "stance": "qualify", "stance_confidence": 0.56, "stance_reason": "qualified_or_causal_language", "text": "Becerra claims Trump removed $1 trillion from the health care system and is trying to deprive California of an additional billion dollars for Medi-Cal.", "theme_id": "health-care", "theme_label": "Health Care" } ], "evidence_groups": [ { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_ids": [ "cl-app-event-2026-02-26-jewish-california-governor-candidate-forum-tom-stey-fbba772f" ], "claim_type": "prediction", "date": "2026-02-26", "group_id": "idea:health-care:medi-cal-federal-funding:evidence:tom-steyer:qualify:76bc51625c", "matched_keywords": ["medi-cal"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-event-2026-02-26-jewish-california-governor-candidate-forum-tom-stey-fbba772f", "date": "2026-02-26", "event_id": "event-2026-02-26-jewish-california-governor-candidate-forum", "event_title": "Jewish California Governor 2026 Candidate Forum", "source_url": "https://www.youtube.com/watch?v=mH-ZKGUUlv0", "text": "Steyer warns California faces a strained budget and says federal policy could leave one to three million people without Medi-Cal coverage, creating significant costs for the state." } ], "stance": "qualify", "statement": "Steyer warns California faces a strained budget and says federal policy could leave one to three million people without Medi-Cal coverage, creating significant costs for the state." }, { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_ids": [ "cl-app-event-2026-05-14-cbs-sf-examiner-governor-debate-xavier-becerra-pi-s-85ea117c" ], "claim_type": "assertion", "date": "2026-05-14", "group_id": "idea:health-care:medi-cal-federal-funding:evidence:xavier-becerra:qualify:7ac121dbe4", "matched_keywords": ["medi-cal"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-event-2026-05-14-cbs-sf-examiner-governor-debate-xavier-becerra-pi-s-85ea117c", "date": "2026-05-14", "event_id": "event-2026-05-14-cbs-sf-examiner-governor-debate", "event_title": "CBS News California / San Francisco Examiner gubernatorial debate", "source_url": "https://www.cbsnews.com/sanfrancisco/live-updates/2026-california-governors-race-primary-debate-bay-area/", "text": "Becerra claims Trump removed $1 trillion from the health care system and is trying to deprive California of an additional billion dollars for Medi-Cal." } ], "stance": "qualify", "statement": "Becerra claims Trump removed $1 trillion from the health care system and is trying to deprive California of an additional billion dollars for Medi-Cal." } ], "evidence_quality": "limited", "evidence_signal": "This node is partly defensive: it tracks protection of existing coverage rather than a new benefit design.", "idea_id": "idea:health-care:medi-cal-federal-funding", "idea_kind": "policy", "idea_slug": "medi-cal-federal-funding", "issue_id": "health-care", "label": "Protect Medi-Cal and federal funding", "matched_keywords": [ { "count": 2, "keyword": "medi-cal" } ], "party_aggregates": [ { "candidate_count": 2, "claim_count": 2, "issue_candidate_count": 6, "party": "Democratic" } ], "plausibility": "Plausible as harm prevention when federal threats are concrete; success depends on litigation, negotiation, and state backfill capacity.", "problem": "California health access depends heavily on Medi-Cal and federal funding streams that can be reduced or conditioned.", "quality_flags": [], "related_problem_links": [], "related_problems": ["Universal coverage", "Hospital finance", "State budget"], "review_status": "generated_review_candidate", "semantic_group_id": "idea-group:health-care:public-program-protection", "semantic_group_label": "Public-program protection and access record", "semantic_group_slug": "public-program-protection", "solution": "Defend Medi-Cal, Medicaid, and federal health funding against cuts, waivers, or eligibility restrictions.", "source_count": 2, "stance_counts": { "oppose": 0, "qualify": 2, "record": 0, "support": 0, "unclear": 0 }, "summary": "Protects Medi-Cal, Medicaid, federal health funding, or health-care access threatened by federal cuts.", "tradeoffs": [ "Protects existing access, but may require state funds if federal money falls.", "Defensive policy can preserve coverage while crowding out new expansions." ], "variants": [ { "candidate_count": 2, "claim_ids": [ "cl-app-event-2026-02-26-jewish-california-governor-candidate-forum-tom-stey-fbba772f", "cl-app-event-2026-05-14-cbs-sf-examiner-governor-debate-xavier-becerra-pi-s-85ea117c" ], "evidence_count": 2, "label": "medi-cal", "matched_keyword": "medi-cal", "matched_keywords": ["medi-cal"], "slug": "medi-cal", "source_count": 2, "variant_id": "idea:health-care:medi-cal-federal-funding:medi-cal" } ] }, { "aliases": ["health-care--health-access-record"], "analysis_frame": { "cause": "The implied theory is that experience managing health programs predicts ability to expand access as governor.", "evaluation_questions": [ "Is the row expanding coverage, controlling premiums, protecting existing funding, or building care capacity?", "Does it name a financing mechanism and jurisdiction?", "What source evidence shows that health access record addresses the stated problem rather than just naming a topic?", "Which assumptions would have to be true for this to work in practice?", "Who pays, who benefits, and what gets worse if this approach is implemented?" ], "evidence_needed": [ "Comparable outcome data or independent reporting that checks the record claim.", "A current source showing how the candidate would apply the record as governor." ], "evidence_signal": "This is a record node. It should prompt verification of past performance rather than be read as a standalone solution.", "plausibility": "Relevant for competence if the record is independently verified; weak as policy unless paired with a current mechanism.", "possible_solution": "Use prior executive or administrative record as evidence, then compare it with current proposals and outcomes.", "problem": "Some candidate claims are about administrative experience expanding access, not a new health-policy mechanism.", "problem_kind": "policy_problem", "related_problems": [ "Coverage expansion", "State capacity", "Health-system accountability" ], "tradeoffs": [ "Experience can matter, but record claims can omit constraints, partners, or counterfactuals.", "Administrative record is not the same as a financing or delivery plan." ] }, "approach_id": "health-care--health-access-record", "candidate_count": 1, "cause": "The implied theory is that experience managing health programs predicts ability to expand access as governor.", "claim_count": 1, "confidence": 0.51, "coverage_notes": [ "Only one candidate currently has source rows here.", "Coverage comes from one source URL." ], "coverage_score": 28, "deduped_evidence_count": 1, "evidence": [ { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_id": "cl-app-source-becerra-energy-and-utilities-priority-page-9d0f34b293843e30-0-4a586a80", "claim_type": "assertion", "date": "2026-05-26", "event_id": "source-becerra-energy-and-utilities-priority-page-9d0f34b293843e30-092d1cbe", "event_title": "Becerra energy and utilities priority page", "matched_keywords": ["health and human services"], "party": "Democratic", "source_url": "https://www.xavierbecerra2026.com/priorities/energy-and-utilities/", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Becerra’s campaign claims he expanded health coverage to more than 24 million Americans while serving as U.S. secretary of Health and Human Services.", "theme_id": "health-care", "theme_label": "Health Care" } ], "evidence_groups": [ { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_ids": [ "cl-app-source-becerra-energy-and-utilities-priority-page-9d0f34b293843e30-0-4a586a80" ], "claim_type": "assertion", "date": "2026-05-26", "group_id": "idea:health-care:health-access-record:evidence:xavier-becerra:support:02ce41dd7f", "matched_keywords": ["health and human services"], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-becerra-energy-and-utilities-priority-page-9d0f34b293843e30-0-4a586a80", "date": "2026-05-26", "event_id": "source-becerra-energy-and-utilities-priority-page-9d0f34b293843e30-092d1cbe", "event_title": "Becerra energy and utilities priority page", "source_url": "https://www.xavierbecerra2026.com/priorities/energy-and-utilities/", "text": "Becerra’s campaign claims he expanded health coverage to more than 24 million Americans while serving as U.S. secretary of Health and Human Services." } ], "stance": "support", "statement": "Becerra’s campaign claims he expanded health coverage to more than 24 million Americans while serving as U.S. secretary of Health and Human Services." } ], "evidence_quality": "single_candidate", "evidence_signal": "This is a record node. It should prompt verification of past performance rather than be read as a standalone solution.", "idea_id": "idea:health-care:health-access-record", "idea_kind": "record", "idea_slug": "health-access-record", "issue_id": "health-care", "label": "Health access record", "matched_keywords": [ { "count": 1, "keyword": "health and human services" } ], "party_aggregates": [ { "candidate_count": 1, "claim_count": 1, "issue_candidate_count": 6, "party": "Democratic" } ], "plausibility": "Relevant for competence if the record is independently verified; weak as policy unless paired with a current mechanism.", "problem": "Some candidate claims are about administrative experience expanding access, not a new health-policy mechanism.", "quality_flags": ["single_candidate", "single_source"], "related_problem_links": [], "related_problems": ["Coverage expansion", "State capacity", "Health-system accountability"], "review_status": "generated_review_candidate", "semantic_group_id": "idea-group:health-care:public-program-protection", "semantic_group_label": "Public-program protection and access record", "semantic_group_slug": "public-program-protection", "solution": "Use prior executive or administrative record as evidence, then compare it with current proposals and outcomes.", "source_count": 1, "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 }, "summary": "Uses prior executive or administrative work expanding access to health care as evidence.", "tradeoffs": [ "Experience can matter, but record claims can omit constraints, partners, or counterfactuals.", "Administrative record is not the same as a financing or delivery plan." ], "variants": [ { "candidate_count": 1, "claim_ids": [ "cl-app-source-becerra-energy-and-utilities-priority-page-9d0f34b293843e30-0-4a586a80" ], "evidence_count": 1, "label": "health and human services", "matched_keyword": "health and human services", "matched_keywords": ["health and human services"], "slug": "health-and-human-services", "source_count": 1, "variant_id": "idea:health-care:health-access-record:health-and-human-services" } ] }, { "aliases": ["health-care--public-option-premium-controls"], "analysis_frame": { "cause": "The theory is that insurer pricing and provider consolidation create costs that require public competition or regulatory review.", "evaluation_questions": [ "Is the row expanding coverage, controlling premiums, protecting existing funding, or building care capacity?", "Does it name a financing mechanism and jurisdiction?", "What source evidence shows that public option and premium controls addresses the stated problem rather than just naming a topic?", "Which assumptions would have to be true for this to work in practice?", "Who pays, who benefits, and what gets worse if this approach is implemented?" ], "evidence_needed": [ "Comparable candidate sources that name the same problem and policy lever.", "Independent or administrative data that tests whether the lever can plausibly change outcomes." ], "evidence_signal": "This is a narrower coverage-cost mechanism than single payer, currently with limited source coverage.", "plausibility": "Plausible if the public option has provider participation and rate review has enforcement authority; weaker without market power.", "possible_solution": "Create a public option, strengthen premium-rate review, or require scrutiny before major health-care mergers.", "problem": "People can have nominal coverage while premiums, mergers, or insurer pricing still make care unaffordable.", "problem_kind": "policy_problem", "related_problems": ["Health premiums", "Market consolidation", "Universal coverage"], "tradeoffs": [ "Can pressure premiums without replacing the whole system, but may face provider and insurer resistance.", "Merger controls can preserve competition while slowing some care-system consolidation." ] }, "approach_id": "health-care--public-option-premium-controls", "candidate_count": 1, "cause": "The theory is that insurer pricing and provider consolidation create costs that require public competition or regulatory review.", "claim_count": 1, "confidence": 0.51, "coverage_notes": [ "Only one candidate currently has source rows here.", "Coverage comes from one source URL." ], "coverage_score": 28, "deduped_evidence_count": 1, "evidence": [ { "candidate_id": "antonio-villaraigosa", "candidate_name": "Antonio Villaraigosa", "claim_id": "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad", "claim_type": "recommendation", "date": "2026-05-26", "event_id": "source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34223c", "event_title": "Villaraigosa affordable California plan", "matched_keywords": [ "binding premium", "major health care mergers", "mergers", "pre-approval", "premium-rate review", "public option" ], "party": "Democratic", "source_url": "https://www.antonio2026.com/plan", "stance": "support", "stance_confidence": 0.7, "stance_reason": "support_language", "text": "Create a California public option, strengthen binding premium-rate review, and require pre-approval of major health care mergers.", "theme_id": "health-care", "theme_label": "Health Care" } ], "evidence_groups": [ { "candidate_id": "antonio-villaraigosa", "candidate_name": "Antonio Villaraigosa", "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad" ], "claim_type": "recommendation", "date": "2026-05-26", "group_id": "idea:health-care:public-option-premium-controls:evidence:antonio-villaraigosa:support:ef39bf3ee0", "matched_keywords": [ "binding premium", "major health care mergers", "mergers", "pre-approval", "premium-rate review", "public option" ], "party": "Democratic", "row_count": 1, "source_count": 1, "source_rows": [ { "claim_id": "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad", "date": "2026-05-26", "event_id": "source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34223c", "event_title": "Villaraigosa affordable California plan", "source_url": "https://www.antonio2026.com/plan", "text": "Create a California public option, strengthen binding premium-rate review, and require pre-approval of major health care mergers." } ], "stance": "support", "statement": "Create a California public option, strengthen binding premium-rate review, and require pre-approval of major health care mergers." } ], "evidence_quality": "single_candidate", "evidence_signal": "This is a narrower coverage-cost mechanism than single payer, currently with limited source coverage.", "idea_id": "idea:health-care:public-option-premium-controls", "idea_kind": "policy", "idea_slug": "public-option-premium-controls", "issue_id": "health-care", "label": "Public option and premium controls", "matched_keywords": [ { "count": 1, "keyword": "binding premium" }, { "count": 1, "keyword": "major health care mergers" }, { "count": 1, "keyword": "mergers" }, { "count": 1, "keyword": "pre-approval" }, { "count": 1, "keyword": "premium-rate review" }, { "count": 1, "keyword": "public option" } ], "party_aggregates": [ { "candidate_count": 1, "claim_count": 1, "issue_candidate_count": 6, "party": "Democratic" } ], "plausibility": "Plausible if the public option has provider participation and rate review has enforcement authority; weaker without market power.", "problem": "People can have nominal coverage while premiums, mergers, or insurer pricing still make care unaffordable.", "quality_flags": ["single_candidate", "single_source"], "related_problem_links": [], "related_problems": ["Health premiums", "Market consolidation", "Universal coverage"], "review_status": "generated_review_candidate", "semantic_group_id": "idea-group:health-care:coverage-expansion", "semantic_group_label": "Coverage expansion and public options", "semantic_group_slug": "coverage-expansion", "solution": "Create a public option, strengthen premium-rate review, or require scrutiny before major health-care mergers.", "source_count": 1, "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 }, "summary": "Creates a public option, strengthens premium-rate review, or pre-approves major health-care mergers.", "tradeoffs": [ "Can pressure premiums without replacing the whole system, but may face provider and insurer resistance.", "Merger controls can preserve competition while slowing some care-system consolidation." ], "variants": [ { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad" ], "evidence_count": 1, "label": "binding premium", "matched_keyword": "binding premium", "matched_keywords": ["binding premium"], "slug": "binding-premium", "source_count": 1, "variant_id": "idea:health-care:public-option-premium-controls:binding-premium" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad" ], "evidence_count": 1, "label": "major health care mergers", "matched_keyword": "major health care mergers", "matched_keywords": ["major health care mergers"], "slug": "major-health-care-mergers", "source_count": 1, "variant_id": "idea:health-care:public-option-premium-controls:major-health-care-mergers" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad" ], "evidence_count": 1, "label": "mergers", "matched_keyword": "mergers", "matched_keywords": ["mergers"], "slug": "mergers", "source_count": 1, "variant_id": "idea:health-care:public-option-premium-controls:mergers" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad" ], "evidence_count": 1, "label": "pre-approval", "matched_keyword": "pre-approval", "matched_keywords": ["pre-approval"], "slug": "pre-approval", "source_count": 1, "variant_id": "idea:health-care:public-option-premium-controls:pre-approval" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad" ], "evidence_count": 1, "label": "premium-rate review", "matched_keyword": "premium-rate review", "matched_keywords": ["premium-rate review"], "slug": "premium-rate-review", "source_count": 1, "variant_id": "idea:health-care:public-option-premium-controls:premium-rate-review" }, { "candidate_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad" ], "evidence_count": 1, "label": "public option", "matched_keyword": "public option", "matched_keywords": ["public option"], "slug": "public-option", "source_count": 1, "variant_id": "idea:health-care:public-option-premium-controls:public-option" } ] } ], "candidate_stances": [ { "approach_id": "health-care--aca-patient-protections", "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_count": 2, "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-xav-15f074da", "cl-app-event-2026-03-03-kqed-political-breakdown-xavier-becerra-xavier-bece-f77e6f29" ], "confidence": 0.76, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 2, "stance": "oppose", "stance_counts": { "oppose": 1, "qualify": 1, "record": 0, "support": 0, "unclear": 0 } }, { "approach_id": "health-care--care-workforce-local-access", "candidate_id": "antonio-villaraigosa", "candidate_name": "Antonio Villaraigosa", "claim_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-0248e4fa" ], "confidence": 0.7, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 } }, { "approach_id": "health-care--care-workforce-local-access", "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_count": 3, "claim_ids": [ "cl-app-source-yee-campaign-priorities-interview-18040703613e7e5c-b6dd9439-b-eb88fabc", "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-7bb4a0a4", "cl-app-source-yee-uc-riverside-health-care-forum-page-a38f20bb9dc5b5ac-82f2-a7f37f1d" ], "confidence": 0.78, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 2, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 3, "unclear": 0 } }, { "approach_id": "health-care--health-access-record", "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_count": 1, "claim_ids": [ "cl-app-source-becerra-energy-and-utilities-priority-page-9d0f34b293843e30-0-4a586a80" ], "confidence": 0.7, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 } }, { "approach_id": "health-care--medi-cal-federal-funding", "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_count": 1, "claim_ids": [ "cl-app-event-2026-02-26-jewish-california-governor-candidate-forum-tom-stey-fbba772f" ], "confidence": 0.5, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "qualify", "stance_counts": { "oppose": 0, "qualify": 1, "record": 0, "support": 0, "unclear": 0 } }, { "approach_id": "health-care--medi-cal-federal-funding", "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_count": 1, "claim_ids": [ "cl-app-event-2026-05-14-cbs-sf-examiner-governor-debate-xavier-becerra-pi-s-85ea117c" ], "confidence": 0.56, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "qualify", "stance_counts": { "oppose": 0, "qualify": 1, "record": 0, "support": 0, "unclear": 0 } }, { "approach_id": "health-care--public-option-premium-controls", "candidate_id": "antonio-villaraigosa", "candidate_name": "Antonio Villaraigosa", "claim_count": 1, "claim_ids": [ "cl-app-source-villaraigosa-affordable-california-plan-3f841f0a591c1a7e-5a34-303201ad" ], "confidence": 0.7, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 } }, { "approach_id": "health-care--reproductive-health-protection", "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_count": 1, "claim_ids": [ "cl-app-event-2026-02-26-kqed-political-breakdown-betty-yee-betty-t-yee-pi-s-8add3619" ], "confidence": 0.56, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "qualify", "stance_counts": { "oppose": 0, "qualify": 1, "record": 0, "support": 0, "unclear": 0 } }, { "approach_id": "health-care--reproductive-health-protection", "candidate_id": "katie-porter", "candidate_name": "Katie Porter", "claim_count": 1, "claim_ids": [ "cl-app-source-porter-health-care-protection-priority-page-31cd67af907f3564-9ae3f23c" ], "confidence": 0.7, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 } }, { "approach_id": "health-care--reproductive-health-protection", "candidate_id": "steve-hilton", "candidate_name": "Steve Hilton", "claim_count": 1, "claim_ids": [ "cl-app-source-hilton-family-first-agenda-cdfcfd339777d776-cff14467-steve-hi-3e0d69ba" ], "confidence": 0.7, "issue_id": "health-care", "party": "Republican", "review_status": "generated_review_candidate", "source_count": 1, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 } }, { "approach_id": "health-care--single-payer-universal-coverage", "candidate_id": "chad-bianco", "candidate_name": "Chad Bianco", "claim_count": 1, "claim_ids": [ "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-chad-bianco-p-7f0b32a5" ], "confidence": 0.72, "issue_id": "health-care", "party": "Republican", "review_status": "generated_review_candidate", "source_count": 1, "stance": "oppose", "stance_counts": { "oppose": 1, "qualify": 0, "record": 0, "support": 0, "unclear": 0 } }, { "approach_id": "health-care--single-payer-universal-coverage", "candidate_id": "katie-porter", "candidate_name": "Katie Porter", "claim_count": 1, "claim_ids": [ "cl-app-source-porter-single-payer-health-care-priority-page-91115b4d4402e18-7a2f8239" ], "confidence": 0.7, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 } }, { "approach_id": "health-care--single-payer-universal-coverage", "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_count": 3, "claim_ids": [ "cl-app-event-2026-04-28-cbs-california-pomona-governor-debate-tom-steyer-pi-90688121", "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-1ed969a9", "cl-app-source-steyer-health-care-issue-page-f35cea4bebf5d202-7e14a4a8-tom-s-a4393988" ], "confidence": 0.78, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 2, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 1, "record": 0, "support": 2, "unclear": 0 } }, { "approach_id": "health-care--single-payer-universal-coverage", "candidate_id": "tony-k-thurmond", "candidate_name": "Tony K. Thurmond", "claim_count": 2, "claim_ids": [ "cl-app-event-2026-02-03-black-action-alliance-ktvu-kttv-governor-debate-ton-3a539ecc", "cl-app-source-california-official-voter-guide-candidate-statements-0adc75f3-b5135d30" ], "confidence": 0.74, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 2, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 1, "record": 0, "support": 1, "unclear": 0 } }, { "approach_id": "health-care--single-payer-universal-coverage", "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_count": 1, "claim_ids": [ "cl-app-source-becerra-campaign-priorities-8221044063720d88-d22b2c42-xavier-ba5f9b4d" ], "confidence": 0.7, "issue_id": "health-care", "party": "Democratic", "review_status": "generated_review_candidate", "source_count": 1, "stance": "support", "stance_counts": { "oppose": 0, "qualify": 0, "record": 0, "support": 1, "unclear": 0 } } ], "evidence_groups": [], "generated_at": "2026-06-02T08:01:06.314093+00:00", "idea_groups": [ { "approach_ids": [ "health-care--single-payer-universal-coverage", "health-care--public-option-premium-controls", "health-care--care-workforce-local-access", "health-care--reproductive-health-protection" ], "candidate_count": 8, "candidate_summaries": [ { "candidate_id": "betty-t-yee", "candidate_name": "Betty T. Yee", "claim_count": 4, "party": "Democratic", "source_count": 3, "stance": "support" }, { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_count": 3, "party": "Democratic", "source_count": 2, "stance": "support" }, { "candidate_id": "antonio-villaraigosa", "candidate_name": "Antonio Villaraigosa", "claim_count": 2, "party": "Democratic", "source_count": 2, "stance": "support" }, { "candidate_id": "katie-porter", "candidate_name": "Katie Porter", "claim_count": 2, "party": "Democratic", "source_count": 2, "stance": "support" }, { "candidate_id": "tony-k-thurmond", "candidate_name": "Tony K. Thurmond", "claim_count": 2, "party": "Democratic", "source_count": 2, "stance": "support" }, { "candidate_id": "chad-bianco", "candidate_name": "Chad Bianco", "claim_count": 1, "party": "Republican", "source_count": 1, "stance": "oppose" }, { "candidate_id": "steve-hilton", "candidate_name": "Steve Hilton", "claim_count": 1, "party": "Republican", "source_count": 1, "stance": "support" }, { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_count": 1, "party": "Democratic", "source_count": 1, "stance": "support" } ], "claim_count": 16, "curation_note": "Codex semantic grouping over deterministic source-backed approach clusters; source rows remain attached to the child approaches.", "evidence_quality": "comparative", "group_id": "idea-group:health-care:coverage-expansion", "group_kind": "approach", "group_slug": "coverage-expansion", "idea_ids": [ "idea:health-care:single-payer-universal-coverage", "idea:health-care:public-option-premium-controls", "idea:health-care:care-workforce-local-access", "idea:health-care:reproductive-health-protection" ], "issue_id": "health-care", "label": "Coverage expansion and public options", "party_aggregates": [ { "candidate_count": 6, "claim_count": 14, "issue_candidate_count": 6, "party": "Democratic" }, { "candidate_count": 2, "claim_count": 2, "issue_candidate_count": 2, "party": "Republican" } ], "primary_approach_id": "health-care--single-payer-universal-coverage", "primary_idea_slug": "single-payer-universal-coverage", "quality_flags": ["mixed_support_opposition", "single_candidate", "single_source"], "review_status": "codex_curated_review_candidate", "source_count": 13, "stance_counts": { "oppose": 1, "qualify": 3, "record": 0, "support": 12, "unclear": 0 }, "summary": "Single-payer, universal coverage, public-option, premium-control, and merger-review approaches." }, { "approach_ids": [ "health-care--medi-cal-federal-funding", "health-care--aca-patient-protections", "health-care--health-access-record" ], "candidate_count": 2, "candidate_summaries": [ { "candidate_id": "xavier-becerra", "candidate_name": "Xavier Becerra", "claim_count": 4, "party": "Democratic", "source_count": 4, "stance": "qualify" }, { "candidate_id": "tom-steyer", "candidate_name": "Tom Steyer", "claim_count": 1, "party": "Democratic", "source_count": 1, "stance": "qualify" } ], "claim_count": 5, "curation_note": "Codex semantic grouping over deterministic source-backed approach clusters; source rows remain attached to the child approaches.", "evidence_quality": "limited", "group_id": "idea-group:health-care:public-program-protection", "group_kind": "approach", "group_slug": "public-program-protection", "idea_ids": [ "idea:health-care:medi-cal-federal-funding", "idea:health-care:aca-patient-protections", "idea:health-care:health-access-record" ], "issue_id": "health-care", "label": "Public-program protection and access record", "party_aggregates": [ { "candidate_count": 2, "claim_count": 5, "issue_candidate_count": 6, "party": "Democratic" } ], "primary_approach_id": "health-care--medi-cal-federal-funding", "primary_idea_slug": "medi-cal-federal-funding", "quality_flags": ["single_candidate", "single_source"], "review_status": "codex_curated_review_candidate", "source_count": 5, "stance_counts": { "oppose": 1, "qualify": 3, "record": 0, "support": 1, "unclear": 0 }, "summary": "Medi-Cal, Medicaid, ACA/patient protections, federal funding, and prior access-expansion evidence." } ], "issue": { "analysis_questions": [ "Is the row expanding coverage, controlling premiums, protecting existing funding, or building care capacity?", "Does it name a financing mechanism and jurisdiction?", "What tradeoff exists between universal coverage, provider access, and state budget exposure?" ], "approach_ids": [ "health-care--single-payer-universal-coverage", "health-care--care-workforce-local-access", "health-care--reproductive-health-protection", "health-care--aca-patient-protections", "health-care--medi-cal-federal-funding", "health-care--health-access-record", "health-care--public-option-premium-controls" ], "candidate_count": 8, "claim_count": 22, "coverage_summary": { "average_score": 45, "by_quality": { "comparative": 1, "limited": 3, "single_candidate": 4 }, "warning": "Coverage summarizes normalized source rows only; missing rows are not opposition." }, "idea_group_ids": [ "idea-group:health-care:coverage-expansion", "idea-group:health-care:public-program-protection" ], "issue_id": "health-care", "label": "Health Coverage & Costs", "party_denominators": [ { "candidate_count": 6, "party": "Democratic" }, { "candidate_count": 2, "party": "Republican" } ], "problem_statement": "Health coverage and health access are separate questions: a plan can insure more people while still leaving provider capacity, hospital finance, premiums, or federal funding unresolved.", "summary": "Coverage expansion, single-payer or public-option proposals, Medi-Cal protection, hospital access, and affordability.", "theme_ids": ["health-care", "health-care-education", "health-care-workforce"] }, "limitations": [ "This is a research prototype, not a voter guide, endorsement, or final assessment.", "Many rows are model-generated or unreviewed and should be treated as evidence-navigation aids.", "Missing or limited coverage means the dataset has not ingested, normalized, or balanced that surface yet; it is not evidence that a candidate lacks activity there.", "Use source URLs and record IDs when citing claims. Prefer the linked JSON/JSONL companion files for retrieval." ], "links": { "app_ideas": "https://polit.pages.dev/app/?view=ideas&issue=health-care", "app_issue": "https://polit.pages.dev/app/?view=issues&issue=health-care", "json": "https://polit.pages.dev/llm/issues/health-care.json", "markdown": "https://polit.pages.dev/llm/issues/health-care.md" }, "schema_version": "llm-static-exports/v1", "stance_guide": { "oppose": { "description": "Source rows reject or argue against the selected approach statement.", "label": "Opposes this approach" }, "qualify": { "description": "Source rows partly support, condition, or mix the selected approach with another claim.", "label": "Mixed / conditional signal" }, "record": { "description": "Source rows describe a record signal rather than a current position.", "label": "Record-only signal" }, "support": { "description": "Source rows back the selected approach statement.", "label": "Supports this approach" }, "unclear": { "description": "Source rows mention the topic but do not clearly support or oppose the approach.", "label": "Unclear signal" } } }