{"id":"W4319336439","doi":"10.1016/j.sleep.2023.02.005","title":"A QTc risk score in patients with obstructive sleep apnea","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"H2020 European Research Council; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality; National Institutes of Health; Brin Wojcicki Foundation; American Academy of Sleep Medicine Foundation; Patient-Centered Outcomes Research Institute; Flinn Foundation; National Heart, Lung, and Blood Institute; U.S. Department of Defense","keywords":"Medicine; QT interval; Polysomnography; Obstructive sleep apnea; Internal medicine; Risk factor; Body mass index; Cardiology; Medical record; Long QT syndrome; Anesthesia; Apnea","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006501674,0.0004011596,0.0007831616,0.00113305,0.0001337589,0.00001246558,0.000273454,0.0001690543,0.0006066639],"category_scores_gemma":[0.001245714,0.0002795888,0.00008183909,0.002929344,0.0006824632,0.000180733,0.0001702506,0.0009557146,0.0004307482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393152,"about_ca_system_score_gemma":0.00004214566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002549486,"about_ca_topic_score_gemma":0.00008043356,"domain_scores_codex":[0.9958963,0.0001665986,0.0005503479,0.0007923406,0.001633514,0.0009608545],"domain_scores_gemma":[0.9977689,0.0002844688,0.0001894578,0.0007920238,0.0004849003,0.0004802574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001401949,0.0002100902,0.9173824,0.0001030871,0.0002214924,0.0002749348,0.001136801,0.0000341222,0.0001533661,0.0001306703,0.0003132464,0.0786378],"study_design_scores_gemma":[0.01547743,0.001875381,0.9781932,0.0002219902,0.0001872542,0.00001422896,0.001184852,0.001581134,0.0002025479,0.0003242938,0.000470457,0.0002672532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919785,0.0001373062,0.0001774563,0.00130105,0.0004667879,0.001548496,0.00004125545,0.0002444596,0.004104664],"genre_scores_gemma":[0.9982979,0.00002284803,0.0003249452,0.0002097943,0.0003914048,0.0001104976,0.0002789437,0.00009802503,0.0002656693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07837055,"threshold_uncertainty_score":0.9999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633914648959775,"score_gpt":0.2782291378145232,"score_spread":0.2618899913249255,"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."}}