{"id":"W2060189449","doi":"10.1080/13651500510029200","title":"Use of polypharmacy and self-reported mood in outpatients with bipolar disorder","year":2005,"lang":"en","type":"article","venue":"International Journal of Psychiatry in Clinical Practice","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Polypharmacy; Mood; Bipolar disorder; Medicine; Psychiatry; Carbamazepine; Mood stabilizer; Internal medicine; Pediatrics; Epilepsy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006090118,0.0002371982,0.0004928704,0.00067071,0.0003729032,0.0004633017,0.0001464256,0.0003347094,0.001706329],"category_scores_gemma":[0.004056508,0.00022845,0.0003080871,0.0005605727,0.0001956141,0.0003302903,0.0002972809,0.0004502102,0.0002001138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379108,"about_ca_system_score_gemma":0.0002072419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002605906,"about_ca_topic_score_gemma":0.007171176,"domain_scores_codex":[0.9994195,0.0001630565,0.000119763,0.00005458106,0.0001894141,0.00005375777],"domain_scores_gemma":[0.9964288,0.0005942547,0.002305513,0.00006449054,0.0002211669,0.0003857951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002401551,0.00009003637,0.9954047,0.00002748273,0.00004527136,0.00008612487,0.00009582887,0.00002044409,0.0002273672,0.000004608189,0.0001073972,0.003650597],"study_design_scores_gemma":[0.00001311172,0.0002244135,0.9992148,0.000009200285,0.00001531375,0.0002897854,0.00007128334,0.00006880231,0.00002068071,0.000005088634,0.00006525494,0.000002391906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985265,0.0006922706,0.00003463587,0.00007772155,0.000009076865,0.00001618685,0.0002022588,0.000004144045,0.0004373558],"genre_scores_gemma":[0.9991934,0.0002701429,0.0001177145,0.00005893306,0.00002297804,0.00001138045,0.0001958257,0.0000011558,0.0001285723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002605906,"threshold_uncertainty_score":0.005708277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04590094696705123,"score_gpt":0.4228326673406796,"score_spread":0.3769317203736284,"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."}}