{"id":"W2773460839","doi":"10.1160/th17-08-0553","title":"The Perioperative Anticoagulant Use for Surgery Evaluation (PAUSE) Study for Patients on a Direct Oral Anticoagulant Who Need an Elective Surgery or Procedure: Design and Rationale","year":2017,"lang":"en","type":"article","venue":"Thrombosis and Haemostasis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Hamilton Health Sciences; Dalhousie University; University of British Columbia; Centre Hospitalier Universitaire de Sherbrooke; Institut du Savoir Montfort; Université de Montréal; McGill University; University of Ottawa; University of Manitoba; Ottawa Hospital; University of Calgary; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University; Aniara Diagnostica; Heart and Stroke Foundation of Canada","keywords":"Medicine; Dabigatran; Perioperative; Rivaroxaban; Apixaban; Atrial fibrillation; Anticoagulant; Protocol (science); Warfarin; Surgery; Intensive care medicine; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001746456,0.000236534,0.0006874252,0.000118629,0.001715105,0.000537371,0.00006048118,0.00006148962,0.000008933188],"category_scores_gemma":[0.003590244,0.0001429729,0.0001135776,0.00008630611,0.0001146439,0.0004847525,0.00003764638,0.00004803938,6.517815e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005478568,"about_ca_system_score_gemma":0.0001901301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008466126,"about_ca_topic_score_gemma":0.0002309308,"domain_scores_codex":[0.9983361,0.0002277795,0.0003738868,0.0004231915,0.0003750371,0.000264058],"domain_scores_gemma":[0.995616,0.003148414,0.0002847549,0.0003213807,0.0005337685,0.00009565568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005760067,0.0002891349,0.9568934,0.0001084053,0.0007480056,0.000001400584,0.001692389,0.00001719952,0.0001433334,0.0001902053,0.004416789,0.02973965],"study_design_scores_gemma":[0.003391587,0.001422591,0.9869238,0.0000915337,0.0008482067,9.144883e-7,0.0007089851,0.005027867,0.0005974857,0.00007767884,0.0006863571,0.0002230675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896851,0.00005038382,0.0003493263,0.002200864,0.0001690479,0.007455588,0.00004892231,0.00002875361,0.00001207685],"genre_scores_gemma":[0.9979901,0.0004991742,0.0005907278,0.0001679467,0.0001708663,0.0002529263,0.0001128789,0.00003322082,0.0001821376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0300303,"threshold_uncertainty_score":0.9995846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4371931933166956,"score_gpt":0.4425728410313203,"score_spread":0.005379647714624625,"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."}}