{"id":"W2915106194","doi":"10.1016/j.cmi.2019.02.009","title":"The predictors and economic burden of early-, mid- and late-onset cardiac implantable electronic device infections: a retrospective cohort study in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University Health Network; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Retrospective cohort study; Hazard ratio; Proportional hazards model; Cohort; Cohort study; Population; Pediatrics; Internal medicine; Emergency medicine; Confidence interval; 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":[0.0007082432,0.0005697433,0.0006369778,0.001751589,0.003240976,0.002254342,0.001820821,0.0008114313,0.002090416],"category_scores_gemma":[0.002373686,0.000948446,0.00111323,0.005652721,0.001088912,0.0006926862,0.001336801,0.001153485,0.0002440363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02962638,"about_ca_system_score_gemma":0.03091706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921532,"about_ca_topic_score_gemma":0.9946662,"domain_scores_codex":[0.9985166,0.0001059606,0.0001213366,0.0002305931,0.0003843261,0.0006411446],"domain_scores_gemma":[0.9964978,0.000166495,0.0009164845,0.0001661607,0.001293085,0.0009600472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005214393,0.00001882054,0.998202,0.00001483522,0.00005541859,0.0001004926,0.000412748,0.00004106304,0.00007233698,0.00004890645,0.0004054712,0.0005757266],"study_design_scores_gemma":[0.000005568676,0.00001618465,0.9981338,0.0000236388,0.00002636521,0.00007008884,0.001220137,0.000109519,0.00001628237,0.00001472227,0.0003548508,0.000008883797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992354,0.0009468389,0.0001111439,0.0003010323,0.00001734327,0.00005572916,0.004492582,0.000007366727,0.001713872],"genre_scores_gemma":[0.9973934,0.0006030392,0.00009249043,0.0001019681,0.000008017715,0.00001691407,0.001055562,0.000005487436,0.0007231052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02962638,"threshold_uncertainty_score":0.2149554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009724036693309684,"score_gpt":0.2764247274519696,"score_spread":0.2667006907586599,"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."}}