{"id":"W2129951237","doi":"10.1176/appi.ps.650903","title":"Social Inequalities and Antidepressant Use in Canada and France","year":2014,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Centro de Matemática, Universidade de Coimbra","keywords":"Cost sharing; Welfare; Depression (economics); Medicine; Inequality; Mental health; Social Welfare; Antidepressant; Psychiatry; Gerontology; Political science; Nursing; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009548677,0.0001915756,0.0006675247,0.001028545,0.004950266,0.002545011,0.0008659918,0.006182533,0.003727691],"category_scores_gemma":[0.00602662,0.0003240346,0.0006317228,0.001850175,0.001141145,0.0007618135,0.0009838401,0.005146381,0.0002176961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02630397,"about_ca_system_score_gemma":0.03359121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9675164,"about_ca_topic_score_gemma":0.9838765,"domain_scores_codex":[0.9985861,0.0002288159,0.0001319612,0.00008613702,0.000253205,0.0007137678],"domain_scores_gemma":[0.9958209,0.00126428,0.0005991749,0.00005370923,0.0008047842,0.001457255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007623686,0.0003155786,0.5997326,0.0003058739,0.0003696896,0.005913288,0.004853719,0.0008734312,0.0003316883,0.01021671,0.3198944,0.05643059],"study_design_scores_gemma":[0.0003065887,0.0001370377,0.8150295,0.001349532,0.0002525818,0.00175944,0.01425761,0.00176212,0.0002508753,0.003352958,0.1613569,0.0001848574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2678717,0.01264595,0.0001159999,0.6945722,0.001720947,0.00004441502,0.002740629,0.0000255365,0.0202628],"genre_scores_gemma":[0.716819,0.009411113,0.0003694158,0.2443245,0.003538994,0.00009944937,0.0007747862,0.00004317822,0.02461956],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03248364,"threshold_uncertainty_score":0.1908496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974845727518146,"score_gpt":0.2684027954461179,"score_spread":0.2486543381709365,"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."}}