{"id":"W4376616466","doi":"10.1017/ice.2023.48","title":"Complex cardiac implantable electronic device infections in Alberta, Canada: An epidemiologic cohort study of validated administrative data","year":2023,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Epidemiology; Confidence interval; Odds ratio; Cohort; Retrospective cohort study; Logistic regression; Population; Cohort study; Internal medicine; Pediatrics; Emergency medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302806,0.0005187658,0.0004493611,0.001755979,0.001804217,0.001546114,0.001267136,0.0003840749,0.0009482761],"category_scores_gemma":[0.002763478,0.0004547119,0.00044979,0.004864582,0.0007301665,0.0004120093,0.0009684717,0.0006568509,0.0001312515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01603025,"about_ca_system_score_gemma":0.02092073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825837,"about_ca_topic_score_gemma":0.9874851,"domain_scores_codex":[0.9985269,0.0001255447,0.00008996529,0.000233026,0.0006700234,0.0003544963],"domain_scores_gemma":[0.997405,0.0001777839,0.0008522173,0.0001742615,0.0009610027,0.0004297278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004653715,0.00002259532,0.9983128,0.00001116292,0.00003479823,0.00004217385,0.0001344493,0.00006690367,0.00006108711,0.00003648218,0.0002939581,0.0009369938],"study_design_scores_gemma":[0.00001206513,0.00002135602,0.9987786,0.00002208022,0.00002478408,0.0000521974,0.0003697636,0.0003311513,0.00002482905,0.00001511899,0.0003419716,0.000006018426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936355,0.0005522537,0.0002127319,0.0001602693,0.00001017262,0.00006768048,0.004378085,0.00001025879,0.0009730326],"genre_scores_gemma":[0.9963245,0.0004341249,0.0003080318,0.00009455346,0.000009534708,0.00002371597,0.002396795,0.000003927711,0.00040484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0174163,"threshold_uncertainty_score":0.1163081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09495226597265291,"score_gpt":0.3849593980510803,"score_spread":0.2900071320784274,"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."}}