{"id":"W3191388670","doi":"10.1016/j.cjco.2021.07.014","title":"The Epidemiology of Endocarditis in Manitoba: A Retrospective Study","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba","funders":"Pfizer Canada; Mallinckrodt Pharmaceuticals; University of Manitoba; Abbott Nutrition; Edwards Lifesciences; Department of Surgery, University of Manitoba; Pfizer","keywords":"Medicine; Epidemiology; Incidence (geometry); Endocarditis; Infective endocarditis; Medical record; Retrospective cohort study; Population; Referral; Pediatrics; Demography; Surgery; Internal medicine; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165992,0.00009147551,0.0006282867,0.00004008462,0.0000724618,0.00001331674,0.000172983,0.00002845686,0.00008817534],"category_scores_gemma":[0.001592598,0.00006510563,0.00009398779,0.000224327,0.00006741205,0.00005615715,0.0004675237,0.0001578281,0.00002409623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688536,"about_ca_system_score_gemma":0.00006859111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097467,"about_ca_topic_score_gemma":0.00263818,"domain_scores_codex":[0.9986174,0.0004414488,0.0003246063,0.0002811812,0.0001183359,0.0002170497],"domain_scores_gemma":[0.9988505,0.000420001,0.00009332628,0.0004434907,0.0001543951,0.00003829032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002404718,0.0004114446,0.9733981,0.000009933024,0.0002536842,0.0004931891,0.0001773537,0.000003778033,0.00001375549,0.01375393,0.006330865,0.005129924],"study_design_scores_gemma":[0.002091213,0.000418725,0.9828464,0.00005838828,0.00006520332,0.00003435518,0.00332576,0.000004671163,0.0002356129,0.002268695,0.008591353,0.00005961303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893045,0.0009635467,0.00004810792,0.0007210564,0.0004625872,0.001977083,0.00001031906,0.00001095054,0.1065019],"genre_scores_gemma":[0.998277,0.0004753092,0.0001168831,0.0004826634,0.00009465544,0.0003618179,0.000007560431,0.00001090582,0.0001732032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089726,"threshold_uncertainty_score":0.2654931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05416508289567968,"score_gpt":0.3653769485473476,"score_spread":0.311211865651668,"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."}}