{"id":"W2168539733","doi":"10.1177/070674370605100605","title":"Pharmacologic Response to a Diagnosis of Late-Life Depression: A Population Study in Quebec","year":2006,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Association des Médecins d'Urgence du Québec; McGill University","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Depression (economics); Late life depression; Psychiatry; Population; Psychology; Medicine; Gerontology; Clinical psychology; Cognition; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005301517,0.0003288168,0.0003464686,0.0006222539,0.001279468,0.0007872154,0.0008322147,0.0005558364,0.002255025],"category_scores_gemma":[0.001525177,0.000278414,0.0004018467,0.001455538,0.0003793552,0.0003778846,0.0003943391,0.0007123211,0.000226321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006971513,"about_ca_system_score_gemma":0.004263179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9359172,"about_ca_topic_score_gemma":0.9526865,"domain_scores_codex":[0.9995009,0.00007618462,0.00003044296,0.0001166201,0.0001281008,0.0001477752],"domain_scores_gemma":[0.9988894,0.00008229688,0.0004006557,0.00004710734,0.0003435767,0.000237007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004025003,0.00003885416,0.9979342,0.000009873782,0.00004104365,0.00006208646,0.0001540744,0.00003876437,0.0001130245,0.00001704462,0.0005043521,0.001046501],"study_design_scores_gemma":[0.000009683535,0.00002701215,0.9992712,0.00001192371,0.00001172234,0.00004835294,0.000154397,0.0001983109,0.00001241992,0.000004562976,0.0002473809,0.000002962779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957322,0.0004585918,0.0001493016,0.0002290761,0.00001210195,0.000046596,0.002567355,0.000008229775,0.0007964994],"genre_scores_gemma":[0.9984306,0.0001345633,0.00006968798,0.00009011305,0.000006422061,0.00001548718,0.0008425446,0.000002042912,0.0004086159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0640828,"threshold_uncertainty_score":0.1289203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032175805810282,"score_gpt":0.3662948919885387,"score_spread":0.3359731339304359,"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."}}