{"id":"W3207489244","doi":"10.1093/ofid/ofab513","title":"Impact of Choice of Prophylaxis on the Microbiology of Cardiac Implantable Electronic Device Infections: Insights From the Prevention of Arrhythmia Device Infection Trial (PADIT)","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Centre Intégré de Santé et de Services Sociaux du Bas-Saint-Laurent; Centre Hospitalier Universitaire de Sherbrooke; University of British Columbia; University of Calgary; Health Sciences Centre; Sunnybrook Health Science Centre; Montreal Heart Institute; Queen Elizabeth II Health Sciences Centre; Cégep de Lévis; Université de Montréal; Kingston General Hospital; Queen's University; Chinook Regional Hospital; Royal Columbian Hospital; Horizon Health Network; St Mary's Hospital Centre; St. Paul's Hospital; Western University; Population Health Research Institute; Saskatchewan Health; Lawson Health Research Institute; Regina General Hospital; University of Toronto; McMaster University; Hôpital du Sacré-Cœur de Montréal; Hamilton Health Sciences; St. Michael's Hospital; Jewish General Hospital; McGill University Health Centre; McGill University; University of Ottawa; Saskatchewan Health Authority; Centre Hospitalier de l’Université de Montréal; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Cefazolin; Medicine; Vancomycin; Antimicrobial; Perioperative; Internal medicine; Cephalosporin; Endocarditis; cons; Staphylococcal infections; Staphylococcus aureus; Microbiology; Antibiotics; Surgery; Bacteria; Biology","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":[0.0002040448,0.0001987122,0.0008919248,0.0001109649,0.0001819032,0.00002046704,0.00005649191,0.0001059014,0.0000439996],"category_scores_gemma":[0.00100734,0.0001205365,0.0006849574,0.000700558,0.000157523,0.0001290537,0.0001418321,0.0001700273,0.000005110232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455761,"about_ca_system_score_gemma":0.0007363395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007146518,"about_ca_topic_score_gemma":0.001171593,"domain_scores_codex":[0.9982499,0.0004860664,0.0005989432,0.000266124,0.0001825702,0.0002163224],"domain_scores_gemma":[0.9968091,0.001360447,0.0006605285,0.0005265549,0.0005959772,0.00004737336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006665572,0.001135253,0.9313813,0.0002262515,0.004724471,8.494607e-7,0.0003455285,0.0005911747,0.04732399,0.001124833,0.003192705,0.00328807],"study_design_scores_gemma":[0.01421237,0.01007975,0.8934807,0.000847616,0.002429662,0.000104869,0.0004471661,0.0000120665,0.06592831,0.001811399,0.01030273,0.0003433911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878931,0.002681667,0.00002382472,0.00005257312,0.0003238838,0.001371893,0.0003666083,0.00002037783,0.007266042],"genre_scores_gemma":[0.9988859,0.0005771519,0.000003872833,0.00003617455,0.0001720571,0.00008883591,0.0001598005,0.00001785376,0.00005839384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03790063,"threshold_uncertainty_score":0.999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354250568530006,"score_gpt":0.3261844742308116,"score_spread":0.3026419685455115,"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."}}