{"id":"W3035115074","doi":"10.1111/fcp.12578","title":"Estimates of population‐based incidence of malignant arrhythmias associated with medication use—a narrative review","year":2020,"lang":"en","type":"review","venue":"Fundamental and Clinical Pharmacology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Incidence (geometry); Medicine; Population; Medical prescription; Torsades de pointes; Epidemiology; Intensive care medicine; Long QT syndrome; Categorization; Emergency medicine; Internal medicine; QT interval; Environmental health; Pharmacology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004271428,0.0003170806,0.003359839,0.00007416688,0.00005284803,0.000002684931,0.00008444954,0.0003269111,0.0002374816],"category_scores_gemma":[0.0007382926,0.0002130981,0.0005110345,0.0003073179,0.0005257344,0.00005495373,0.00007214228,0.0006121132,0.000006175777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007556102,"about_ca_system_score_gemma":0.0004681423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001969427,"about_ca_topic_score_gemma":0.000003419128,"domain_scores_codex":[0.9971114,0.0006006639,0.001401753,0.0004633455,0.0002232755,0.0001995992],"domain_scores_gemma":[0.9959834,0.002123808,0.001420743,0.0001605249,0.0001309057,0.0001806544],"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":[0.002663343,0.00195253,0.01164372,0.1155666,0.01282174,0.001356483,0.0001698073,0.000006145624,0.0002031186,0.0001159772,0.01481824,0.8386824],"study_design_scores_gemma":[0.01253333,0.02193789,0.05195294,0.3517663,0.09392683,0.001837044,0.00008577747,0.0005629846,0.0002100848,0.0001985284,0.4629335,0.002054708],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008787466,0.9886354,0.000009109701,0.0007267374,0.0002865918,0.001387162,0.0001205352,0.00002618282,0.00002085727],"genre_scores_gemma":[0.01002696,0.9868821,0.0002122884,0.001588903,0.0002028768,0.00007984595,0.0009579165,0.00002503451,0.00002411179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8366276,"threshold_uncertainty_score":0.8689888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.062012945336958,"score_gpt":0.428362210482283,"score_spread":0.366349265145325,"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."}}