{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003594055,0.0005530846,0.001450741,0.0002271062,0.0002412563,0.001235023,0.0003662017,0.0007790732,0.00214741],"category_scores_gemma":[0.006169392,0.000210569,0.001859325,0.0004640403,0.0004483818,0.000663995,0.0004284919,0.001593978,0.0001679204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003347033,"about_ca_system_score_gemma":0.0005639865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004959537,"about_ca_topic_score_gemma":0.000879817,"domain_scores_codex":[0.9969473,0.002138545,0.0002196517,0.0002861027,0.0002078234,0.000200514],"domain_scores_gemma":[0.9954692,0.002497514,0.001106321,0.0002131861,0.0002218644,0.0004918712],"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":[0.7302348,0.005643554,0.1471862,0.002753742,0.01604188,0.0001362063,0.0001739685,0.001212003,0.001931642,0.000516827,0.002045813,0.09212336],"study_design_scores_gemma":[0.265455,0.1926948,0.4864295,0.001560075,0.03943267,0.0004749621,0.0004071808,0.004314493,0.001782176,0.002333516,0.004965002,0.0001505205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824736,0.01360158,0.0003229709,0.0007332369,0.0001572436,0.0001777269,0.0004426414,0.000007783171,0.002083233],"genre_scores_gemma":[0.9960368,0.002096565,0.0004194251,0.0003787199,0.000247092,0.0001609118,0.0004207462,0.000003637764,0.0002360146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003594055,"threshold_uncertainty_score":0.01900738,"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."}}