{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000822078,0.0004900537,0.0003885494,0.002889938,0.001357306,0.001150813,0.0009505076,0.0003755576,0.0008339786],"category_scores_gemma":[0.00214571,0.0007048562,0.0004351738,0.004903576,0.0006798416,0.0005476633,0.001274641,0.0005953381,0.0002836072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004501026,"about_ca_system_score_gemma":0.005989399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.507997,"about_ca_topic_score_gemma":0.6068464,"domain_scores_codex":[0.9991753,0.0001455403,0.0001069322,0.0001479482,0.0002383652,0.0001859738],"domain_scores_gemma":[0.9975935,0.0001644932,0.0009736768,0.0002116179,0.0006750617,0.0003818377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001331433,0.00001194909,0.9988616,0.00002012711,0.00002408098,0.0001009736,0.0002201242,0.000009958267,0.0000919417,0.000009191114,0.0001087269,0.000528049],"study_design_scores_gemma":[0.000003381827,0.000039336,0.9975019,0.00005429724,0.00003464045,0.000436382,0.001224212,0.00005926279,0.00003999815,0.00001049706,0.0005903831,0.00000566437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938472,0.001475013,0.0001962289,0.0002109904,0.00001489738,0.0001261514,0.00246814,0.00001555633,0.001645741],"genre_scores_gemma":[0.9955937,0.002074363,0.0003074955,0.0002970907,0.00002039795,0.00009496089,0.001345547,0.000007037266,0.000259295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.492003,"threshold_uncertainty_score":0.9898009,"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."}}