{"id":"W276026374","doi":"10.1177/070674370905401101","title":"Is Monotherapy as Good as Polypharmacy in Long—Term Treatment of Bipolar Disorder?","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Dalhousie University","funders":"","keywords":"Mania; Bipolar disorder; Polypharmacy; Mood; Psychiatry; Depression (economics); Medicine; Adverse effect; Psychology; Pediatrics; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02851658,0.0005151726,0.004277384,0.001133031,0.000909594,0.004206778,0.001636086,0.006509427,0.00640423],"category_scores_gemma":[0.08191299,0.0004300776,0.001573531,0.001651513,0.003056231,0.006818159,0.001331434,0.006410919,0.001247784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864183,"about_ca_system_score_gemma":0.002253498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551536,"about_ca_topic_score_gemma":0.003644603,"domain_scores_codex":[0.9861817,0.008642586,0.001822527,0.0008545518,0.002280907,0.0002175717],"domain_scores_gemma":[0.9452031,0.04047373,0.007695549,0.002015297,0.003010268,0.001602099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01306112,0.0007037987,0.003470309,0.01413043,0.002659192,0.000237917,0.0004166832,0.0004144952,0.0005309497,0.01506601,0.04890908,0.9003999],"study_design_scores_gemma":[0.03917098,0.02283155,0.03817593,0.1059032,0.01485141,0.00272965,0.002358881,0.007346971,0.002090117,0.236976,0.5267951,0.0007703305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01409685,0.6768041,0.002964067,0.2799466,0.01685623,0.0003394133,0.0002249785,0.0000984883,0.00866926],"genre_scores_gemma":[0.2446173,0.4923835,0.01564525,0.2119454,0.03069516,0.0009443534,0.0003187885,0.0001450732,0.003305135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02851658,"threshold_uncertainty_score":0.1508119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348256724421172,"score_gpt":0.2973831111003001,"score_spread":0.2839005438560884,"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."}}