{"id":"W4200494656","doi":"10.5664/jcsm.9840","title":"Obstructive sleep apnea and nocturnal attacks of paroxysmal atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Sleep Institute; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Atrial fibrillation; Internal medicine; Odds ratio; Cardiology; Emergency department; Apnea; Sleep apnea; Paroxysmal atrial fibrillation; Pediatrics; Population; Anesthesia; Psychiatry","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":[0.000557229,0.0002984571,0.0003831655,0.0009439717,0.0006155646,0.0007138504,0.0002872254,0.0009051589,0.002929786],"category_scores_gemma":[0.004493693,0.0001986901,0.000570522,0.001036577,0.0003751227,0.001094143,0.0005838973,0.0009744002,0.0001835168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208618,"about_ca_system_score_gemma":0.0004185945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002869114,"about_ca_topic_score_gemma":0.007424991,"domain_scores_codex":[0.9994569,0.0001821626,0.00008953281,0.00005966299,0.0001183268,0.00009346574],"domain_scores_gemma":[0.9963331,0.001173981,0.001359616,0.0001275692,0.0002075881,0.0007981507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005895064,0.00009677538,0.9919809,0.00004985067,0.000124799,0.001388399,0.0001868305,0.00003374806,0.0002330831,0.0002211742,0.0002524203,0.004842356],"study_design_scores_gemma":[0.000009506036,0.00009264136,0.9978022,0.000009380203,0.00002280504,0.001551983,0.0001668426,0.00006906605,0.000007178305,0.00009782135,0.0001669543,0.000003495332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894867,0.004380706,0.00008364047,0.0003799364,0.0001172538,0.00001471683,0.0002770445,0.000004174448,0.00525578],"genre_scores_gemma":[0.9973785,0.001214853,0.00009323935,0.00009911646,0.0002731713,0.00001165517,0.000305565,0.000001449681,0.0006223748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002929786,"threshold_uncertainty_score":0.00980109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0653584326355751,"score_gpt":0.417497636663736,"score_spread":0.3521392040281609,"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."}}