{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06347033,0.002751749,0.00353864,0.001316811,0.001240079,0.00173056,0.002253472,0.003284249,0.004831512],"category_scores_gemma":[0.04948238,0.00177868,0.003590928,0.001637206,0.002908769,0.001533888,0.002143791,0.00267218,0.001835435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110728,"about_ca_system_score_gemma":0.00540827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004429127,"about_ca_topic_score_gemma":0.0006824125,"domain_scores_codex":[0.9319295,0.05370202,0.005154098,0.003589507,0.004530998,0.001093845],"domain_scores_gemma":[0.9703025,0.01420001,0.005932176,0.004049913,0.003364895,0.002150339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5835108,0.03885685,0.1926356,0.01869884,0.01265527,0.00163317,0.002762833,0.00537465,0.01164681,0.01594479,0.01402189,0.1022585],"study_design_scores_gemma":[0.4247596,0.3556038,0.1150518,0.003142916,0.01289946,0.001407123,0.000700619,0.005063886,0.005266919,0.01026482,0.06539015,0.0004489472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1834036,0.00738046,0.02862482,0.002892742,0.001639665,0.763439,0.005685502,0.0002021246,0.006732141],"genre_scores_gemma":[0.1570411,0.00135214,0.04069901,0.003050962,0.0008665326,0.7936032,0.001803297,0.00004377012,0.001540014],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06347033,"threshold_uncertainty_score":0.3356672,"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."}}