{"id":"W2142163553","doi":"10.1176/ps.2007.58.1.79","title":"Antidepressant Utilization in British Columbia From 1996 to 2004: Increasing Prevalence but Not Incidence","year":2007,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Antidepressant; Incidence (geometry); Medicine; Environmental health; Psychiatry; Emergency medicine; Demography; Gerontology; Sociology","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":[0.0004153063,0.0003328384,0.0004305641,0.002840293,0.001183072,0.001264272,0.001277578,0.0005650535,0.00209665],"category_scores_gemma":[0.002017042,0.0003552552,0.0003779838,0.006957006,0.0003537406,0.0003183323,0.0005921608,0.0006078856,0.0004028004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02029989,"about_ca_system_score_gemma":0.02022978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910375,"about_ca_topic_score_gemma":0.9944004,"domain_scores_codex":[0.9991342,0.00005117562,0.00008418898,0.0001198051,0.0004073837,0.0002032125],"domain_scores_gemma":[0.9961278,0.0001322096,0.0006957452,0.00007256222,0.002516138,0.0004555894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000837292,0.00002783686,0.9834713,0.000122759,0.00006984603,0.0001538498,0.00025722,0.0001343062,0.0002051063,0.00002840848,0.00383995,0.01160572],"study_design_scores_gemma":[0.000006814482,0.00001173088,0.9976483,0.00005249736,0.00002624859,0.0001006775,0.000243718,0.0001781634,0.00007328635,0.000006227349,0.001645966,0.000006474751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620132,0.005184034,0.0002099611,0.001098539,0.00004248688,0.00006138496,0.02665765,0.00007534411,0.004657571],"genre_scores_gemma":[0.9826506,0.002963664,0.0003981592,0.0003669608,0.00001994681,0.00004370506,0.009962866,0.0000138068,0.003580328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02029989,"threshold_uncertainty_score":0.1472867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461688636954467,"score_gpt":0.3380757470394188,"score_spread":0.3134588606698741,"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."}}