{"id":"W3106926285","doi":"10.1097/ede.0000000000001304","title":"The Serpent of Their Agonies","year":2020,"lang":"en","type":"article","venue":"Epidemiology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute on Minority Health and Health Disparities; National Institute on Drug Abuse","keywords":"Socioeconomic status; Mental health; Odds; Odds ratio; Psychology; Confidence interval; Operationalization; Mental illness; Social stratification; Cohort; Demography; Medicine; Logistic regression; Psychiatry; Sociology; Population; Internal medicine","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":[0.003602577,0.0004249417,0.0004669119,0.0006309102,0.003000398,0.003385406,0.0007101332,0.001315647,0.01454888],"category_scores_gemma":[0.0149799,0.0002407241,0.0004335761,0.0008257465,0.01148938,0.00501744,0.004275354,0.006082401,0.002874515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738971,"about_ca_system_score_gemma":0.001942535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006866466,"about_ca_topic_score_gemma":0.008408325,"domain_scores_codex":[0.9979079,0.00117917,0.00005090877,0.0002904627,0.0003366641,0.0002349873],"domain_scores_gemma":[0.9955441,0.001518315,0.0007477293,0.0008358744,0.0006159403,0.0007380379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005428276,0.0001197361,0.03882796,0.0004503,0.0002537589,0.0008474797,0.02234167,0.00107949,0.001067479,0.3900505,0.3233597,0.2210591],"study_design_scores_gemma":[0.00001939266,0.0001415797,0.01935735,0.001364896,0.00003730938,0.000656225,0.01338138,0.0004775546,0.000291064,0.1617815,0.8024325,0.00005929503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.15858,0.05291408,0.02086728,0.5761637,0.01294177,0.00007481861,0.001934423,0.0004055267,0.1761184],"genre_scores_gemma":[0.85988,0.02789639,0.005250393,0.06355016,0.005336515,0.00006902855,0.0005007302,0.0002943652,0.03722237],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01454888,"threshold_uncertainty_score":0.04867083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2416150447759084,"score_gpt":0.4687980152084056,"score_spread":0.2271829704324971,"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."}}