{"id":"W4414207671","doi":"10.1192/j.eurpsy.2025.413","title":"Torsade de Pointes: How Much Do Psychotropics Really Contribute?","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Concomitant; Antidepressant; Guideline; Polypharmacy; Antipsychotic; Logistic regression; QT interval; Population; Defined daily dose","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003447858,0.0007942106,0.0008295362,0.0009927072,0.0003031407,0.001318029,0.000940666,0.0007602594,0.005397324],"category_scores_gemma":[0.01925356,0.0002564305,0.0009999254,0.001812847,0.001052764,0.001050784,0.0005948152,0.0009274499,0.0004827296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601686,"about_ca_system_score_gemma":0.0009787384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007096462,"about_ca_topic_score_gemma":0.004588427,"domain_scores_codex":[0.9982815,0.0007881244,0.0001868835,0.0003271999,0.0003014678,0.0001149576],"domain_scores_gemma":[0.986654,0.007914925,0.00374146,0.0005285533,0.0007826171,0.0003785294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002589875,0.00002642096,0.9280722,0.0006319996,0.0009038246,0.0005587407,0.0001623176,0.0004391536,0.0001059166,0.0007895984,0.002519785,0.06553105],"study_design_scores_gemma":[0.00005451336,0.0002402734,0.9738926,0.00147798,0.001557393,0.003959575,0.0008932248,0.002874766,0.0002005575,0.006326077,0.008484466,0.00003850238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6798052,0.24672,0.01076745,0.05010384,0.001338573,0.0001688859,0.002856193,0.0001287812,0.008111011],"genre_scores_gemma":[0.9586587,0.03444286,0.001703829,0.002042773,0.001743363,0.00003626594,0.0006029591,0.00003003176,0.0007392155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007096462,"threshold_uncertainty_score":0.01823425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00461748039445305,"score_gpt":0.2542296215478352,"score_spread":0.2496121411533822,"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."}}