{"id":"W4224260941","doi":"10.1016/j.sleep.2022.04.016","title":"Markers of ventricular repolarization and overall mortality in sleep disordered breathing","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"H2020 European Research Council; National Heart, Lung, and Blood Institute; National Institute on Aging; Patient-Centered Outcomes Research Institute; Health Sciences, University of Arizona; National Institutes of Health; American Academy of Sleep Medicine Foundation; American Heart Association","keywords":"QT interval; Medicine; Cardiology; Internal medicine; Heart rate variability; Sudden cardiac death; Sleep disordered breathing; Ventricular Repolarization; Breathing; Sudden death; Repolarization; Heart rate; Anesthesia; Blood pressure; Obstructive sleep apnea; Electrophysiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004624798,0.0001021816,0.0003896128,0.0001546099,0.00007662949,0.000001188094,0.00003730565,0.00004611287,0.0001963889],"category_scores_gemma":[0.0001965567,0.00008940167,0.0000557083,0.0003028865,0.000105003,0.00003811523,0.00006777283,0.0002852836,4.510417e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006697298,"about_ca_system_score_gemma":0.00002543337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003113064,"about_ca_topic_score_gemma":0.000006461036,"domain_scores_codex":[0.9988763,0.0001347048,0.0003146087,0.0002326317,0.0002680064,0.0001737098],"domain_scores_gemma":[0.9995073,0.00006296908,0.0001173795,0.0002210651,0.00003029878,0.00006096753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002215471,0.0004699202,0.9260874,0.0004719465,0.0006124142,0.0043521,0.002379321,0.00182276,0.04255289,0.002239711,0.0006912067,0.01610484],"study_design_scores_gemma":[0.00461497,0.001146259,0.986937,0.0001017988,0.0002886499,0.0007815452,0.0005164921,0.003359925,0.00037178,0.001146115,0.000594893,0.0001406047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951459,0.002096557,0.000139796,0.001331199,0.0001763231,0.0003041687,0.000005377517,0.00001971056,0.0007809483],"genre_scores_gemma":[0.9991229,0.0000903011,0.00004863555,0.0004157487,0.0001024411,0.00002141723,0.0001193445,0.0000111203,0.00006809151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06084955,"threshold_uncertainty_score":0.3645694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007622431029401808,"score_gpt":0.2488161564371735,"score_spread":0.2411937254077717,"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."}}