{"id":"W4415784468","doi":"10.1002/9781118410868.wbehibs570.pub2","title":"Socioeconomic Status and Mental Illness","year":2025,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Socioeconomic status; Mental health; Mental illness; Social class; Perspective (graphical); Social stratification; Construct (python library); Closure (psychology); Social status","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003032708,0.0001412824,0.0001328112,0.001103228,0.0004539276,0.0007186175,0.0001931329,0.0002329923,0.01354229],"category_scores_gemma":[0.003088259,0.00004559954,0.000225103,0.001421938,0.0004037734,0.0003820535,0.0009010444,0.0004213752,0.000661132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513321,"about_ca_system_score_gemma":0.0002911312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031268,"about_ca_topic_score_gemma":0.01038437,"domain_scores_codex":[0.9997132,0.00008894287,0.00002902688,0.00002411294,0.00007732039,0.00006723787],"domain_scores_gemma":[0.9985394,0.0003747504,0.0005655691,0.00004564875,0.000113364,0.0003612586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007740834,0.0001161486,0.9609502,0.0001917524,0.00009892353,0.0002376034,0.001332787,0.0002092816,0.0001017972,0.006293401,0.004699157,0.02569155],"study_design_scores_gemma":[0.000002229863,0.00003439455,0.9910012,0.0001669651,0.00002062427,0.0001399677,0.00114478,0.0001738044,0.00002840798,0.001633087,0.005646554,0.000008043265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9193663,0.007318307,0.00024079,0.004666338,0.0001624138,0.00003565696,0.004601388,0.00001509318,0.06359363],"genre_scores_gemma":[0.9945215,0.002230525,0.00008198031,0.0001074667,0.00005539558,0.0000102743,0.0007932482,0.00000197432,0.002197693],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01354229,"threshold_uncertainty_score":0.04530346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007851589987952727,"score_gpt":0.2634824122690589,"score_spread":0.2556308222811062,"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."}}