{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001659517,0.0001596678,0.0007514853,0.00005403376,0.0001178136,0.0000108241,0.00001170715,0.0002347712,0.00006658777],"category_scores_gemma":[0.003609632,0.0001258701,0.0005824368,0.0001775243,0.0001091288,0.00003527791,0.00004250151,0.0003587611,0.00003762678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003449224,"about_ca_system_score_gemma":0.0003156153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002502499,"about_ca_topic_score_gemma":0.00002746791,"domain_scores_codex":[0.9985215,0.0001598761,0.0004716598,0.0004492641,0.00009377189,0.0003039328],"domain_scores_gemma":[0.998081,0.001125776,0.0001459909,0.0002472957,0.0002966067,0.0001033643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006999923,0.0007184301,0.8693695,0.0004123073,0.002544416,0.00003417602,0.0003840433,0.00005814879,0.05927039,0.0003125691,0.0384568,0.02143926],"study_design_scores_gemma":[0.001439546,0.001216374,0.9582379,0.0000165894,0.0002531608,0.00004953289,0.00002248625,0.00002367811,0.002776094,0.001011072,0.03480607,0.0001475395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955303,0.0005989274,0.0004048452,0.0002053913,0.0005593194,0.000261859,0.00002636055,0.0001044531,0.002308534],"genre_scores_gemma":[0.9955263,0.001202186,0.0003458584,0.001109839,0.0009652635,0.00006374843,0.00008065679,0.00002250066,0.0006836521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08886833,"threshold_uncertainty_score":0.5132833,"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."}}