{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002830329,0.000412027,0.0005366302,0.001018367,0.000456369,0.0006855943,0.0002993197,0.00099043,0.002147454],"category_scores_gemma":[0.003212083,0.0001516433,0.0005153927,0.0009321941,0.0002017519,0.0005579237,0.0003633719,0.001071915,0.000248086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316322,"about_ca_system_score_gemma":0.0003330529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003172104,"about_ca_topic_score_gemma":0.003374546,"domain_scores_codex":[0.999721,0.00003898071,0.00005042728,0.00005148389,0.00008728614,0.00005089598],"domain_scores_gemma":[0.9982091,0.0004994663,0.0006593861,0.00005234315,0.0001841188,0.0003956613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000263392,0.00003107039,0.9970995,0.00001058386,0.00004302013,0.0003897219,0.00002382279,0.00005093413,0.000238311,0.00003604562,0.0001591697,0.001654479],"study_design_scores_gemma":[0.00002018677,0.0001367925,0.997628,0.00001293968,0.00006279916,0.001310899,0.00008812081,0.0004274083,0.00006143424,0.00008394582,0.000159957,0.000007508872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949739,0.001355125,0.0001148436,0.0003203035,0.00008666603,0.000008819447,0.0003797761,0.000009093032,0.002751393],"genre_scores_gemma":[0.9987179,0.0002686284,0.00009487519,0.00007613685,0.000119939,0.000006390619,0.0003704216,0.00000238609,0.0003433418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003172104,"threshold_uncertainty_score":0.007183969,"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."}}