{"id":"W3202326452","doi":"10.1016/j.jacep.2021.08.009","title":"Risk Factors for CIED Infection After Secondary Procedures","year":2021,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Sapheon; Medtronic","keywords":"Medicine; Perioperative; Multivariate analysis; Antibiotic prophylaxis; Risk factor; Randomized controlled trial; Infection control; Surgery; Body mass index; Antibiotics; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001735304,0.0004008883,0.0004216145,0.0007658854,0.0003537512,0.0007645848,0.0003197918,0.0003723403,0.003016901],"category_scores_gemma":[0.009225203,0.0001496405,0.001081006,0.0006482537,0.0004175328,0.000335746,0.0006935711,0.001156336,0.0002192329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651173,"about_ca_system_score_gemma":0.001053003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006956602,"about_ca_topic_score_gemma":0.0006747957,"domain_scores_codex":[0.9985789,0.0003560445,0.0001958134,0.0002674908,0.0003656134,0.000236194],"domain_scores_gemma":[0.9912933,0.002174442,0.004927906,0.0004581256,0.0005630183,0.0005832929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002468246,0.00009034535,0.9956272,0.00005108077,0.00007800677,0.0001073956,0.00003926013,0.00007781196,0.0001936657,0.00004456755,0.0001013216,0.003342457],"study_design_scores_gemma":[0.00002610013,0.0005922471,0.9965419,0.00005686789,0.0001027223,0.001251452,0.000107995,0.0005932216,0.0003137497,0.0001142494,0.0002907386,0.000008767882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962366,0.0008986185,0.001270993,0.0001179051,0.00002080484,0.00007837243,0.0003135193,0.00001242186,0.001050796],"genre_scores_gemma":[0.9988074,0.0001500534,0.000574963,0.0000393149,0.00002723014,0.0000310317,0.0002364757,0.000003496291,0.0001300715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003016901,"threshold_uncertainty_score":0.0100925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925035998194334,"score_gpt":0.3692250340892811,"score_spread":0.3399746741073378,"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."}}