{"id":"W2791560462","doi":"10.1016/s0735-1097(18)31058-1","title":"EXTENDED CARDIAC MONITORING IN PATIENTS WITH SEVERE SLEEP APNEA AND NO HISTORY OF ATRIAL FIBRILLATION (THE REVEAL XT-SA STUDY)","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Obstructive sleep apnea; Cardiology; Internal medicine; Observational study; Sleep apnea; Stroke (engine); Risk factor; Ischemic stroke; Prospective cohort study; Apnea; Ischemia","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":[0.0005497975,0.0007275853,0.0008494363,0.0003071012,0.000299883,0.0009639707,0.0004189692,0.0009307793,0.0008841492],"category_scores_gemma":[0.0008985706,0.0004231085,0.0009319751,0.0005901119,0.0002385717,0.001052539,0.0007042217,0.0007366998,0.0001609578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718713,"about_ca_system_score_gemma":0.0002391046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370577,"about_ca_topic_score_gemma":0.003501648,"domain_scores_codex":[0.9997774,0.00005093415,0.00002859576,0.00006305383,0.00003794256,0.00004210373],"domain_scores_gemma":[0.9995762,0.00007001329,0.0001355337,0.00005218764,0.00002366996,0.000142428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008405268,0.0002251738,0.9825996,0.00007580986,0.0006609029,0.0005319595,0.00008622952,0.00014661,0.002015792,0.00009162573,0.0005033032,0.004657751],"study_design_scores_gemma":[0.0004290112,0.0006970516,0.9971084,0.00002054473,0.000337319,0.0004949442,0.00008379821,0.0002530282,0.0001010947,0.00008237248,0.0003824691,0.000009862169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978722,0.0009159544,0.00007642621,0.00005910279,0.00002612947,0.00001584584,0.0004900923,0.000003385768,0.0005408537],"genre_scores_gemma":[0.9975925,0.0005245731,0.0001374294,0.0000823797,0.0001000862,0.00002395907,0.001250217,0.000003068382,0.0002857085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001370577,"threshold_uncertainty_score":0.002957761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210211642224156,"score_gpt":0.267769252668173,"score_spread":0.2556671362459314,"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."}}