{"id":"W2772429207","doi":"10.1161/jaha.117.006022","title":"Association of Atrial Fibrillation and Oral Anticoagulant Use With Perioperative Outcomes After Major Noncardiac Surgery","year":2017,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Work & Health; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; University Health Network; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Heart and Stroke Foundation of Canada","keywords":"Medicine; Atrial fibrillation; Perioperative; Anticoagulant; Internal medicine; Cardiology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006022761,0.0001936133,0.0002233674,0.0004452032,0.0003098377,0.0004985136,0.0003628655,0.0003489937,0.0006905559],"category_scores_gemma":[0.002739512,0.0001600009,0.000418216,0.0006653291,0.000358404,0.0002178117,0.0003682425,0.0005713217,0.00007043236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009445116,"about_ca_system_score_gemma":0.001381448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04627691,"about_ca_topic_score_gemma":0.07393433,"domain_scores_codex":[0.9994542,0.00009491001,0.00007604489,0.00009699001,0.0001493043,0.0001286326],"domain_scores_gemma":[0.9969401,0.0003510983,0.001865242,0.0001210148,0.0002959458,0.0004266194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003200653,0.000007816782,0.9995613,0.00000483361,0.00003230482,0.00001211103,0.0000102392,0.00001198725,0.00002223761,0.000003883318,0.00002208778,0.0002793285],"study_design_scores_gemma":[0.000004266759,0.00003689905,0.9997001,0.000003913035,0.00001852344,0.00006583402,0.00003359601,0.00006703613,0.00001480881,0.000007039118,0.00004660009,0.000001537304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991648,0.0003258365,0.00003290458,0.00005109973,0.000004674862,0.000004578679,0.0002091182,0.00000105713,0.0002059241],"genre_scores_gemma":[0.9995993,0.000116614,0.00002744274,0.00001752046,0.000009320963,0.000003146027,0.0001839146,4.808201e-7,0.00004235512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04627691,"threshold_uncertainty_score":0.09201515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598271186118099,"score_gpt":0.2867299474787238,"score_spread":0.2707472356175428,"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."}}