{"id":"W1998873927","doi":"10.4088/jcp.9089pi3cc","title":"Performance Improvement CME: Long-Term Treatment of Bipolar Disorder","year":2011,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Bipolar disorder; Term (time); Psychology; Psychiatry; Medicine; Cognition; Physics","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":[0.0006572508,0.0002300935,0.0002387674,0.0002442007,0.0005142324,0.0003719976,0.0003158052,0.0006221068,0.03076102],"category_scores_gemma":[0.002255617,0.00004994124,0.0001691191,0.000153336,0.0001577127,0.0003642461,0.0007050094,0.0008323222,0.007161972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003556672,"about_ca_system_score_gemma":0.0008868141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005360554,"about_ca_topic_score_gemma":0.002230992,"domain_scores_codex":[0.9997075,0.00008868166,0.00002063115,0.00001506563,0.00008708383,0.00008093522],"domain_scores_gemma":[0.9988552,0.00013832,0.0001950842,0.00003225892,0.0001130953,0.0006660427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000236191,0.001253577,0.00361628,0.0003228619,0.00001001652,0.0004638874,0.0001824858,0.0001213935,0.0006385295,0.0006217778,0.4839166,0.5086163],"study_design_scores_gemma":[0.0006121221,0.004347609,0.1549125,0.001812476,0.00004369386,0.006894759,0.000774024,0.001469946,0.001941621,0.004108657,0.8230299,0.00005276198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.1979995,0.03399218,0.007441324,0.1531622,0.01017768,0.001226219,0.002103704,0.002381161,0.591516],"genre_scores_gemma":[0.6236223,0.03394731,0.01441618,0.02866544,0.01075383,0.00109696,0.002200228,0.0002175348,0.2850802],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03076102,"threshold_uncertainty_score":0.1029059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06167562661460485,"score_gpt":0.3648105450921413,"score_spread":0.3031349184775364,"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."}}