{"id":"W4409572460","doi":"10.1002/hec.4965","title":"Income‐Related Inequalities in Future Health Prospects","year":2025,"lang":"en","type":"article","venue":"Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Göteborgs Universitet; Erasmus Universiteit Rotterdam; Australian Research Council; Monash University; University of Ottawa","keywords":"Inequality; Health equity; Social determinants of health; Public economics; Economics; Social inequality; Index (typography); Demographic economics; Actuarial science; Economic growth; Health care; Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002365729,0.0002079305,0.0002581012,0.001620238,0.0004809771,0.001286271,0.0003658707,0.0003694913,0.004356742],"category_scores_gemma":[0.01283478,0.0001006078,0.0003450503,0.001478465,0.0007443931,0.001724557,0.00162041,0.000812942,0.0004028937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054019,"about_ca_system_score_gemma":0.0005153956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005558308,"about_ca_topic_score_gemma":0.008549393,"domain_scores_codex":[0.9991084,0.0003432197,0.00007262632,0.00008789745,0.0002696553,0.000118239],"domain_scores_gemma":[0.9945382,0.002398691,0.001695387,0.000361292,0.0006589479,0.0003474806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001793219,0.0001316139,0.81695,0.0001630513,0.0002090119,0.0001995182,0.001962844,0.01203387,0.0005399376,0.06239441,0.002942532,0.1022938],"study_design_scores_gemma":[0.000009002255,0.0001972769,0.8901014,0.0002681096,0.00007883934,0.0003275341,0.002936831,0.01453337,0.0006555372,0.07931048,0.01153051,0.00005102499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010482,0.002047465,0.02466466,0.004991933,0.0000681262,0.0001076812,0.005040188,0.00004280323,0.06198886],"genre_scores_gemma":[0.9962782,0.0004029289,0.001885523,0.00006046006,0.00002329738,0.00002472875,0.0005537909,0.000002668012,0.0007683768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005558308,"threshold_uncertainty_score":0.01457477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964481573908404,"score_gpt":0.4357700720985057,"score_spread":0.3961252563594216,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}