{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006863606,0.0001159198,0.0007050689,0.0003473574,0.00002181487,0.000007855718,0.00002919621,0.00005561965,0.0009713971],"category_scores_gemma":[0.0009697829,0.00006364284,0.0001318829,0.0002103082,0.00006153493,0.0002020273,0.00001411461,0.0001030255,0.00001419265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002805082,"about_ca_system_score_gemma":0.000100172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006698262,"about_ca_topic_score_gemma":0.000005995054,"domain_scores_codex":[0.9984713,0.00006186752,0.0008061993,0.00008112234,0.0004582635,0.0001212968],"domain_scores_gemma":[0.9983857,0.0003689135,0.0006240237,0.0001261485,0.0003181318,0.0001770568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001858162,0.000009634355,0.8708656,0.0001358816,0.0002098499,0.00002142767,0.0005614733,0.00003057201,0.008655732,0.0001277296,0.02088623,0.09663771],"study_design_scores_gemma":[0.03340431,0.001570199,0.9056779,0.001595769,0.0006604531,0.001248396,0.0005402259,0.0004026041,0.001234672,0.0005662847,0.05293882,0.0001604008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984422,0.0003828533,0.002403843,0.01082758,0.000762559,0.000230277,2.776548e-7,0.00001286617,0.0009577213],"genre_scores_gemma":[0.9917459,0.000265215,0.0008817457,0.0002032512,0.00517254,1.719985e-7,0.000005149606,0.00001373556,0.001712254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09647731,"threshold_uncertainty_score":0.9999418,"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."}}