{"id":"W2941172784","doi":"10.1002/hec.3877","title":"Here comes the SUN: Self‐assessed unmet need, worsening health outcomes, and health care inequity","year":2019,"lang":"en","type":"article","venue":"Health Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Socioeconomic status; Health equity; Equity (law); Health care; Environmental health; Medicine; Self-rated health; Gerontology; Psychology; Economic growth; Political science; Economics; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002901196,0.000299941,0.0005042838,0.002029603,0.0009293309,0.002111762,0.0007252428,0.0006548916,0.00337194],"category_scores_gemma":[0.01501969,0.0001339684,0.0005978218,0.001861163,0.001614536,0.002193738,0.001878013,0.001442425,0.0001016321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003245169,"about_ca_system_score_gemma":0.004324132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.386337,"about_ca_topic_score_gemma":0.4473395,"domain_scores_codex":[0.9987873,0.0003859288,0.0000735108,0.0001480297,0.0004111917,0.0001939707],"domain_scores_gemma":[0.9933155,0.002646799,0.001785828,0.0003628714,0.0008803555,0.001008636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001315342,0.00007208765,0.9317589,0.0001311683,0.0002616434,0.0001050089,0.0009396427,0.001348099,0.00009657172,0.02097392,0.003986168,0.04019526],"study_design_scores_gemma":[0.00002657149,0.0001797585,0.9121734,0.0004825535,0.0002883396,0.0002842833,0.004440862,0.01023507,0.0004369105,0.05901162,0.01232769,0.0001128886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854948,0.01307555,0.01004176,0.05442145,0.0007386071,0.00009317778,0.005734192,0.00005268694,0.03034784],"genre_scores_gemma":[0.9950826,0.001117766,0.001404309,0.0008492888,0.0001368242,0.00001827958,0.0003726902,0.000007210924,0.001011191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.386337,"threshold_uncertainty_score":0.7681766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07543682814513308,"score_gpt":0.3237681144404974,"score_spread":0.2483312862953643,"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."}}