{"id":"W3091356354","doi":"10.1007/s10198-022-01448-8","title":"On absolute socioeconomic health inequality comparisons","year":2022,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Paul University; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Econometrics; Inequality; Socioeconomic status; Health economics; Mathematics; Inference; Stochastic dominance; Statistics; Dominance (genetics); Health equity; Economics; Computer science; Medicine; Population; Health care; Artificial intelligence; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006828837,0.0005487211,0.0007303537,0.004763932,0.001846124,0.003027845,0.001316096,0.0007627451,0.01906124],"category_scores_gemma":[0.03132227,0.0002019682,0.0005334576,0.006781833,0.003498147,0.008316647,0.004925941,0.002182226,0.0005985313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435395,"about_ca_system_score_gemma":0.0007186811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005000068,"about_ca_topic_score_gemma":0.006259376,"domain_scores_codex":[0.9945714,0.002999889,0.0001737525,0.0004610984,0.00140456,0.0003892745],"domain_scores_gemma":[0.9910008,0.006243211,0.0006337703,0.000705433,0.00115181,0.0002648855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001424376,0.00003783869,0.0071742,0.0001630937,0.00008852937,0.00005631617,0.0009708192,0.0009523706,0.0001110126,0.9302821,0.008951759,0.05106958],"study_design_scores_gemma":[0.0000391363,0.0001246796,0.02847556,0.0005870012,0.0000768628,0.0001350536,0.003671382,0.001574025,0.0002665586,0.9370404,0.02798548,0.00002387857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2520789,0.02444978,0.03515739,0.04849185,0.002758755,0.00009961929,0.004518898,0.00008232347,0.6323625],"genre_scores_gemma":[0.9829844,0.003853104,0.004537579,0.002307282,0.0008079622,0.00009480351,0.000686572,0.00004328021,0.004684992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01906124,"threshold_uncertainty_score":0.06376618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340160090796551,"score_gpt":0.4307177025745322,"score_spread":0.2967016934948771,"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."}}