{"id":"W2063130371","doi":"10.12927/hcpol.2008.20161","title":"Previous Out-of-Pocket Drug Expenditures and Patterns of Antidepressant Use among Workers Receiving Depression-Related Disability Benefits","year":2008,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Public Health Agency; Public Health Agency of Canada","keywords":"Antidepressant; Depression (economics); Drug; Medicine; Psychiatry; Gerontology; Environmental health; Economics; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004651811,0.0001781765,0.0002389168,0.0009219786,0.0003647821,0.0006226452,0.0002434152,0.0003116466,0.002594404],"category_scores_gemma":[0.0037328,0.0002041288,0.000410508,0.0007573124,0.0002069698,0.0003538221,0.0004504682,0.0004938386,0.0002415347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005610134,"about_ca_system_score_gemma":0.0003453571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0273753,"about_ca_topic_score_gemma":0.04122853,"domain_scores_codex":[0.9996531,0.00007233003,0.00003939223,0.00003679559,0.00005728973,0.000140965],"domain_scores_gemma":[0.9956189,0.0007948828,0.002633843,0.0001618763,0.0002356367,0.0005548353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006873878,0.00006624214,0.9981293,0.000004450466,0.00002818469,0.00003828299,0.00008442558,0.00009599279,0.00007540311,0.00002694531,0.00004478604,0.001337326],"study_design_scores_gemma":[0.000001431407,0.00002389891,0.9996272,0.000003322507,0.000004952528,0.000033461,0.0001039516,0.00008866269,0.00001716962,0.00001658966,0.00007769906,0.000001605909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992998,0.00007143633,0.00003246061,0.00005391979,0.000001610213,0.000003418773,0.0002060708,8.072325e-7,0.0003304153],"genre_scores_gemma":[0.9993389,0.0000658491,0.00002335995,0.00001169665,0.000004449236,0.000001881662,0.0002180272,5.629381e-7,0.0003353729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0273753,"threshold_uncertainty_score":0.05443192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2464465384203749,"score_gpt":0.4105614935563738,"score_spread":0.1641149551359989,"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."}}