{"id":"W2964373888","doi":"10.1001/jamainternmed.2019.2431","title":"Perioperative Management of Patients With Atrial Fibrillation Receiving a Direct Oral Anticoagulant","year":2019,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":501,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Jewish General Hospital; Université de Montréal; University of Ottawa; McGill University; University of Toronto; Hamilton Health Sciences; Dalhousie University; Hamilton Regional Laboratory Medicine Program; Centre Hospitalier Universitaire de Sherbrooke; University of British Columbia; Institut du Savoir Montfort; Montfort Hospital; Ottawa Hospital; McMaster University; University of Manitoba; Montreal General Hospital","funders":"","keywords":"Medicine; Apixaban; Rivaroxaban; Perioperative; Dabigatran; Atrial fibrillation; Warfarin; Stroke (engine); Cohort; Anticoagulant; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007906854,0.0001753549,0.0002593758,0.0003346603,0.0002999296,0.000444786,0.0002388863,0.0003227471,0.0004137237],"category_scores_gemma":[0.003917444,0.00008917459,0.0002866318,0.0004355058,0.0001680127,0.0003389442,0.000258237,0.0003709965,0.00006320104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085601,"about_ca_system_score_gemma":0.0008766255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001821471,"about_ca_topic_score_gemma":0.004914904,"domain_scores_codex":[0.9993168,0.0002194225,0.0001350721,0.00006843259,0.0001925638,0.00006772944],"domain_scores_gemma":[0.9979234,0.0003206538,0.001321733,0.00008920586,0.0001301172,0.0002148493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001967025,0.0001217211,0.9890332,0.00003707339,0.00005825098,0.0001006968,0.00005853767,0.00004951883,0.0002268927,0.00001750318,0.0002054047,0.009894482],"study_design_scores_gemma":[0.00006621067,0.001280383,0.9961473,0.00005947597,0.00009961356,0.000783065,0.0002849654,0.0003638251,0.0002507671,0.00007216461,0.0005836215,0.000008580771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972839,0.001079332,0.0002898606,0.00026493,0.00002649125,0.0000661225,0.0002394774,0.000005850393,0.0007438554],"genre_scores_gemma":[0.9977795,0.0007065683,0.0007845733,0.0002115411,0.00005899651,0.00005702084,0.0003248369,0.000001314474,0.00007563434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001821471,"threshold_uncertainty_score":0.004181623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582574603996651,"score_gpt":0.3060462514767716,"score_spread":0.280220505436805,"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."}}