{"id":"W2032228562","doi":"10.1097/01.jgp.0000222311.70424.85","title":"Impact of Prior Treatment Exposure on Response to Antidepressant Treatment in Late Life","year":2006,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Antidepressant; Medicine; Psychology; Psychiatry; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002986564,0.0004013078,0.001191968,0.001066976,0.00004326777,0.00001497088,0.0001465682,0.00007423612,0.0000587463],"category_scores_gemma":[0.00008475089,0.0002514902,0.0006611202,0.0008590835,0.00007341264,0.00006778184,0.00001881725,0.0001534653,0.00001598082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008799008,"about_ca_system_score_gemma":0.001206346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185627,"about_ca_topic_score_gemma":0.00003778653,"domain_scores_codex":[0.9973947,0.0003044724,0.001079079,0.0003261827,0.000494033,0.000401521],"domain_scores_gemma":[0.9976953,0.0002319064,0.001021754,0.0005253578,0.0001132288,0.0004124997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04279384,0.005763715,0.906597,0.00001339529,0.0005184823,0.0002968655,0.0003357245,0.002407019,0.006628331,0.000005606632,0.0006798223,0.03396026],"study_design_scores_gemma":[0.01067746,0.0640244,0.9233376,0.0002315695,0.000335404,0.0001587168,0.0001286159,0.000009704974,0.0006106023,0.00003500155,0.000272335,0.0001785389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950866,0.001585533,0.00002057107,0.002027777,0.0003859302,0.0005851695,0.00003294937,0.00002142047,0.0002540493],"genre_scores_gemma":[0.9945238,0.0002950685,0.004379134,0.00007111354,0.0004515474,0.00001596196,0.000004236816,0.00004919026,0.0002099976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05826069,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008578645342111208,"score_gpt":0.2971483782246722,"score_spread":0.2885697328825609,"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."}}