{"id":"W4384639966","doi":"10.1111/bdi.13366","title":"Patterns of pharmacotherapy for bipolar disorder: A <scp>GBC</scp> survey","year":2023,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"NIHR Maudsley Biomedical Research Centre; Université de Paris; Université de Versailles Saint-Quentin-en-Yvelines; Medical Research Council; NSW Ministry of Health; Centre Hospitalier Régional Universitaire de Montpellier; Centre National de la Recherche Scientifique; Deakin University; Institut National de la Santé et de la Recherche Médicale; National Institute for Health and Care Research; National Institute of Mental Health; Université de Lorraine; Australian Government; J. Willard and Alice S. Marriott Foundation; Université Paris-Saclay; Agence Nationale de la Recherche; Université Clermont-Auvergne; Neuroscience Research Australia; Cancer Council NSW; National Health and Medical Research Council; Aix-Marseille Université","keywords":"Bipolar disorder; Cohort; Medical prescription; Medicine; Psychiatry; Mood; Mood disorders; Pharmacotherapy; Cohort study; Guideline; Lithium (medication); Internal medicine; Pharmacology","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":[0.001931474,0.0002155767,0.0003481912,0.00182592,0.0003408762,0.0005755413,0.0004148842,0.000361542,0.001711899],"category_scores_gemma":[0.004103519,0.0002064018,0.000603632,0.003958465,0.0001699952,0.0004537161,0.0006835072,0.0004947817,0.0005743002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009751692,"about_ca_system_score_gemma":0.001277593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07932158,"about_ca_topic_score_gemma":0.1001548,"domain_scores_codex":[0.9984173,0.0003509664,0.0003918351,0.0003013403,0.0004298799,0.0001087003],"domain_scores_gemma":[0.9950352,0.0004276282,0.003029528,0.0002107582,0.0009194345,0.0003775691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002784088,0.00001630496,0.9947285,0.00008397239,0.0001202883,0.00001920221,0.00009459719,0.00004839216,0.00007110547,0.00001754293,0.002352367,0.002419863],"study_design_scores_gemma":[0.00000477091,0.00001570692,0.9989422,0.00004124886,0.00002489235,0.00004201023,0.00009224749,0.00007727813,0.00001887857,0.000006376237,0.0007318386,0.000002422206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188234,0.001866603,0.0005254041,0.0008613134,0.00002959365,0.0003354118,0.0725072,0.00007699007,0.004974042],"genre_scores_gemma":[0.9672191,0.001238301,0.0007890474,0.0006906028,0.00004557057,0.0003754137,0.02882724,0.00001799082,0.0007966869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07932158,"threshold_uncertainty_score":0.1577197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539830703303962,"score_gpt":0.3022206545672367,"score_spread":0.2768223475341971,"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."}}