{"id":"W2791697938","doi":"10.1001/jamacardio.2018.0095","title":"Associations of Obstructive Sleep Apnea With Atrial Fibrillation and Continuous Positive Airway Pressure Treatment","year":2018,"lang":"en","type":"review","venue":"JAMA Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":405,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"","keywords":"Medicine; Obstructive sleep apnea; Atrial fibrillation; Cardiology; Continuous positive airway pressure; Internal medicine; Sleep apnea; Sinus rhythm; Anesthesia; Polysomnography; Catheter ablation; Population; 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":[0.0006972679,0.0002551463,0.0002566218,0.0005751807,0.0003563491,0.0004961502,0.0005437342,0.0009176405,0.005628293],"category_scores_gemma":[0.003921292,0.0001027451,0.0006120463,0.0008853813,0.0003172056,0.0004430252,0.000350104,0.001270946,0.0002175413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757596,"about_ca_system_score_gemma":0.0007913464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002738377,"about_ca_topic_score_gemma":0.003279099,"domain_scores_codex":[0.9992462,0.0001565963,0.0001544154,0.0001138898,0.0002122497,0.0001166494],"domain_scores_gemma":[0.9950847,0.001287523,0.002276938,0.0001381682,0.0004491378,0.0007634924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006680929,0.00004873518,0.996569,0.00005033934,0.0001187773,0.0002055406,0.00001773323,0.00004584332,0.00009006049,0.00004412861,0.0002716496,0.002471368],"study_design_scores_gemma":[0.000005703885,0.00005713807,0.9971456,0.00004625602,0.00008401772,0.001668968,0.00006602568,0.0003165547,0.00003470415,0.0001096642,0.00046068,0.000004673671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9706491,0.01664878,0.0009152402,0.003660451,0.0004497589,0.0000442956,0.001137438,0.00003601283,0.006458853],"genre_scores_gemma":[0.9979322,0.0008954871,0.0002257474,0.0001917131,0.0002689123,0.00001223021,0.000243362,0.000002406671,0.0002280328],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005628293,"threshold_uncertainty_score":0.01882851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835032627853917,"score_gpt":0.3266767532753438,"score_spread":0.2983264269968046,"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."}}