{"id":"W2891149132","doi":"10.1016/j.amjcard.2018.08.032","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":"The American Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Atrial fibrillation; Sleep apnea; Medicine; Cardiology; Internal medicine; Apnea; Cardiac arrhythmia; Obstructive sleep apnea; Anesthesia","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":[0.0005881296,0.0007343395,0.0008625864,0.000308261,0.0002986205,0.0009485716,0.0004201556,0.0009398136,0.0008643438],"category_scores_gemma":[0.0009403062,0.0004078734,0.0009042921,0.0005990161,0.0002373215,0.001039978,0.0006969346,0.0007281218,0.0001585707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683749,"about_ca_system_score_gemma":0.0002439368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316984,"about_ca_topic_score_gemma":0.003379038,"domain_scores_codex":[0.9997701,0.00005446251,0.00002951332,0.00006377667,0.00003962957,0.0000424169],"domain_scores_gemma":[0.999558,0.00007527679,0.0001413833,0.00005366493,0.00002503825,0.0001465219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009139083,0.0002353125,0.9811832,0.00008182781,0.0006734218,0.0005613724,0.00009127106,0.0001486376,0.002066985,0.00009734898,0.0005587355,0.005162849],"study_design_scores_gemma":[0.0004796592,0.0007665415,0.9969002,0.00002255538,0.0003487097,0.0005205328,0.00008423562,0.0002548211,0.0001050776,0.00008641342,0.0004209643,0.00001033269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997725,0.0009933427,0.0000809253,0.00006240072,0.00002761218,0.00001738156,0.0005239433,0.000003528404,0.0005659103],"genre_scores_gemma":[0.9974043,0.0005712028,0.0001549002,0.000088628,0.0001076527,0.00002738556,0.001345422,0.000003255447,0.0002974205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001316984,"threshold_uncertainty_score":0.003110409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380413699689952,"score_gpt":0.2757136277322337,"score_spread":0.2619094907353341,"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."}}