{"id":"W2170711216","doi":"10.1136/ebmh.8.4.102","title":"Adding cognitive therapy to minimal psychiatric care prevents short term, but not long term, relapse in people with bipolar disorder","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Bipolar disorder; Medicine; Psychiatry; Mood; Pediatrics; Internal medicine","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":[0.0003021124,0.0009740471,0.001275278,0.0008787617,0.0003437899,0.00006965795,0.000304382,0.0005282434,0.0002168956],"category_scores_gemma":[0.00002151246,0.0007925864,0.0003018478,0.0008075365,0.00009692279,0.000262918,0.00007531879,0.001807782,0.00008222799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002056293,"about_ca_system_score_gemma":0.002109602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186738,"about_ca_topic_score_gemma":0.007409245,"domain_scores_codex":[0.9947588,0.0003364425,0.0009092495,0.001427012,0.001286748,0.001281792],"domain_scores_gemma":[0.9981791,0.0002321218,0.0002988851,0.0006768415,0.000114783,0.0004982798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003115138,0.0009544829,0.8608906,0.001782477,0.0002092062,0.00015023,0.002825732,0.000002435892,0.00002044859,3.553696e-7,0.01031622,0.1197326],"study_design_scores_gemma":[0.00882194,0.007854803,0.9382383,0.01368059,0.0003386093,0.0001143303,0.0007460247,0.000005390587,0.0003054006,4.199721e-7,0.02889068,0.001003532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6620287,0.1177073,0.00006775892,0.2094897,0.0005292263,0.008992109,0.0009171307,0.000144134,0.0001239271],"genre_scores_gemma":[0.7466043,0.006932454,0.001141857,0.2383488,0.001305179,0.00101176,0.00388437,0.0002442677,0.0005270956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187291,"threshold_uncertainty_score":0.9994525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789095437117386,"score_gpt":0.3269228351136821,"score_spread":0.2990318807425082,"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."}}