{"id":"W2163200991","doi":"10.1056/nejmoa1302946","title":"Pacemaker or Defibrillator Surgery without Interruption of Anticoagulation","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":574,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; Hôtel-Dieu de Montréal; Centre Hospitalier de l’Université de Montréal; Université de Sherbrooke; Queen's University; University of British Columbia; Kingston General Hospital; Southlake Regional Health Center; Population Health Research Institute; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; University of Ottawa","keywords":"Medicine; Warfarin; Hematoma; Heparin; Surgery; Tamponade; Stroke (engine); Myocardial infarction; Anesthesia; Cardiac tamponade; Atrial fibrillation; Cardiology","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":[0.002539218,0.0005089452,0.001416579,0.0004146071,0.000224623,0.0003964648,0.0004047472,0.0007968704,0.003515671],"category_scores_gemma":[0.004149458,0.0001183631,0.0007606565,0.000406601,0.0004910172,0.0003127506,0.0003705252,0.0007933249,0.0003062603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235126,"about_ca_system_score_gemma":0.0005979691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391119,"about_ca_topic_score_gemma":0.0002233388,"domain_scores_codex":[0.997552,0.001017758,0.0005329582,0.0004027974,0.0003256197,0.0001688394],"domain_scores_gemma":[0.9976471,0.001037337,0.0006435463,0.0002072767,0.00009720136,0.0003676003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7211847,0.006623006,0.03850037,0.005249589,0.002934259,0.0003998978,0.0001989472,0.001515692,0.008875918,0.00124287,0.001692238,0.2115826],"study_design_scores_gemma":[0.340005,0.5473104,0.08324435,0.00111619,0.003605518,0.002324966,0.0001317724,0.002334901,0.00495103,0.002090317,0.0128458,0.00003976029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772629,0.01228078,0.00182026,0.000482894,0.0004975036,0.002556261,0.0003977636,0.00003724708,0.004664384],"genre_scores_gemma":[0.9922577,0.002497252,0.001669409,0.0004420832,0.0004847198,0.001780541,0.0002376516,0.000004169182,0.0006265414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003515671,"threshold_uncertainty_score":0.01342881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309653276901089,"score_gpt":0.3671165266683214,"score_spread":0.2361511989782125,"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."}}