{"id":"W2980630968","doi":"10.1161/circep.119.007545","title":"Effect of Direct Oral Anticoagulants, Warfarin, and Antiplatelet Agents on Risk of Device Pocket Hematoma","year":2019,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Michael's Hospital; Queen's University; University Health Network; Dalhousie University; University of Alberta; University of British Columbia; Montreal Heart Institute; McGill University Health Centre; McGill University; University of Ottawa; Hôpital du Sacré-Cœur de Montréal; Foothills Medical Centre; Hôtel-Dieu de Montréal; Hôpital Fleurimont; Saint John Regional Hospital; Hôtel-Dieu de Québec; Southlake Regional Health Center; Population Health Research Institute; Université Laval; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Warfarin; Anticoagulant; Concomitant; Odds ratio; Randomized controlled trial; Bruise; Internal medicine; Perioperative; Surgery; Ecchymosis; Anesthesia; Atrial fibrillation","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":[],"consensus_categories":[],"category_scores_codex":[0.0001835327,0.0001435872,0.0006621456,0.0001423755,0.00003910415,0.00000431747,0.00002367374,0.00009447584,0.00005744187],"category_scores_gemma":[0.00008162943,0.0001109972,0.00008215117,0.0001506505,0.00005541851,0.00004798844,0.00002574131,0.00008213984,0.00001442334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001179158,"about_ca_system_score_gemma":0.00001169289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002407289,"about_ca_topic_score_gemma":5.955973e-7,"domain_scores_codex":[0.9990637,0.0001400668,0.0002713036,0.000242056,0.0001203876,0.0001625195],"domain_scores_gemma":[0.9992935,0.0002172699,0.0002195139,0.000178886,0.00004533001,0.00004546946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001908184,0.000008391436,0.7910616,0.0005282576,0.000295757,0.000008120693,0.00005601166,0.0002221333,0.1910926,0.000783296,0.0000252325,0.01401035],"study_design_scores_gemma":[0.002296616,0.001665914,0.9656072,0.00005701464,0.0002146772,0.00002818032,0.00000552831,0.004801661,0.02476414,0.0001501809,0.0003008508,0.0001081046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987142,0.0002099654,0.00002418342,0.00008704272,0.00008551219,0.0004600143,0.000003927536,0.0000229911,0.0003921283],"genre_scores_gemma":[0.9993885,0.0002684737,0.00004878929,0.00006246567,0.00009652,0.000001119522,0.00003581429,0.00001292554,0.00008536845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1745455,"threshold_uncertainty_score":0.4526335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728298000692951,"score_gpt":0.3022398041122216,"score_spread":0.2849568241052921,"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."}}