{"id":"W2067736709","doi":"10.1016/j.amjcard.2013.11.047","title":"Effect of Preoperative Obstructive Sleep Apnea on the Frequency of Atrial Fibrillation After Coronary Artery Bypass Grafting","year":2013,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Obstructive sleep apnea; Bypass grafting; Cardiology; Medicine; Atrial fibrillation; Internal medicine; Artery; Sleep apnea; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172413,0.0001753747,0.0009802958,0.0001531147,0.0000573001,0.000007001274,0.0002262718,0.0000510884,0.00005548165],"category_scores_gemma":[0.0008500511,0.00008383479,0.0004995523,0.000300456,0.001437065,0.00009840303,0.00006700904,0.0004985231,0.00001072979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009175336,"about_ca_system_score_gemma":0.00005101963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003174782,"about_ca_topic_score_gemma":3.855056e-7,"domain_scores_codex":[0.9963308,0.002243014,0.0005714023,0.0001502002,0.0004499772,0.000254582],"domain_scores_gemma":[0.9952877,0.002833969,0.000828828,0.0003513819,0.000621321,0.00007685266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01128992,0.00001208271,0.7385688,0.00004225261,0.00409871,0.00008976045,0.001764049,0.001440514,0.0475667,0.0001941098,0.00003322907,0.1948999],"study_design_scores_gemma":[0.001953548,0.01397266,0.969181,0.00005918348,0.0005320461,0.001541379,0.001461078,0.0003146836,0.01038182,0.0004731521,0.00001796535,0.0001114807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970804,0.0003486909,0.0003700551,0.0006765994,0.0002323438,0.0006544344,0.00001032117,0.000004242418,0.0006228867],"genre_scores_gemma":[0.9988316,0.00002455917,0.000181374,0.00005036913,0.0008759216,0.00001093261,0.000001454108,0.00001935349,0.000004422479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306122,"threshold_uncertainty_score":0.5294927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046923191020747,"score_gpt":0.2779768374750056,"score_spread":0.2675076055647981,"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."}}