{"id":"W4321498425","doi":"10.1177/07067437231156235","title":"Does the Ranking Matter? A Retrospective Cohort Study Investigating the Impact of the <i>2018 CANMAT and ISBD Guidelines for the Management of Patients with Bipolar Disorder</i> Treatment Recommendations for Acute Mania on Rehospitalization Rates","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; McMaster University; Queen's University","funders":"Sunovion; Canadian Institutes of Health Research; H. Lundbeck A/S; Eisai; National Alliance for Research on Schizophrenia and Depression; Southeastern Ontario Academic Medical Organization; Allergan; Queen's University; Daiichi-Sankyo; Pfizer; Physicians' Services Incorporated Foundation; Brain and Behavior Research Foundation","keywords":"Medicine; Retrospective cohort study; Mood; Internal medicine; Mania; Bipolar disorder; Odds ratio; Mood disorders; Cohort; Anxiety; Psychiatry; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001703069,0.0002743382,0.0005039597,0.0007974891,0.0007692134,0.001000821,0.000571129,0.000546551,0.001270097],"category_scores_gemma":[0.006109352,0.000446675,0.0008658387,0.001507956,0.0004119563,0.0008131054,0.0004314228,0.0007740034,0.0002803197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009189449,"about_ca_system_score_gemma":0.001023481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02986472,"about_ca_topic_score_gemma":0.04222147,"domain_scores_codex":[0.9982899,0.0004634849,0.0002321146,0.0003968592,0.0002682563,0.0003495228],"domain_scores_gemma":[0.9943072,0.0008921649,0.003229274,0.0005533186,0.0004371702,0.0005809679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006973917,0.00001654254,0.9995033,0.000003240852,0.00003312015,0.00002463565,0.00004369413,0.000006465496,0.00001662093,0.000006680931,0.00005348088,0.000222462],"study_design_scores_gemma":[0.00000872182,0.0001339375,0.999117,0.00000808091,0.00004271037,0.0001210922,0.0003032961,0.0001327782,0.00001668859,0.00001300582,0.00009791718,0.000004874135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991019,0.0001462205,0.00003956639,0.0000572077,0.000008929166,0.00001381493,0.0004111051,0.00000130661,0.0002199245],"genre_scores_gemma":[0.9993962,0.00007175966,0.0000387967,0.00004486911,0.00001162423,0.000009179578,0.0003549205,0.000001587069,0.00007098311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02986472,"threshold_uncertainty_score":0.05938178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205892496646221,"score_gpt":0.3154859533921458,"score_spread":0.2948967037275237,"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."}}