{"id":"W2753738622","doi":"10.1093/ofid/ofx163.1717","title":"Predictors of Vancomycin-Resistant Enterococcus (VRE) Bacteremia in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Institute for Clinical Evaluative Sciences; Public Health Ontario","funders":"","keywords":"Medicine; Bacteremia; Odds ratio; Confidence interval; Intensive care unit; Enterococcus; Vancomycin-resistant Enterococcus; Internal medicine; Emergency medicine; Pediatrics; Vancomycin; Antibiotics; Staphylococcus aureus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006818735,0.0004390368,0.0004765938,0.00116628,0.00246337,0.001220112,0.001330115,0.0004188394,0.00207046],"category_scores_gemma":[0.002483402,0.0004255993,0.0006663628,0.003118959,0.0007326793,0.0003559067,0.000809359,0.0007192132,0.0001424922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02607136,"about_ca_system_score_gemma":0.04282401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946514,"about_ca_topic_score_gemma":0.9967682,"domain_scores_codex":[0.9989482,0.00006909302,0.00008926613,0.0001586489,0.0004156389,0.0003191644],"domain_scores_gemma":[0.9963019,0.0002002843,0.0009771066,0.00007954383,0.001542926,0.0008982695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005932005,0.00001886386,0.9966229,0.00002993466,0.00004130108,0.0001039053,0.0002887406,0.000081454,0.0001496834,0.00005017249,0.0009827719,0.001570905],"study_design_scores_gemma":[0.00001063811,0.00001757846,0.9982596,0.00003348645,0.00003556112,0.00008037013,0.0004556836,0.0002936133,0.00003721674,0.00001818881,0.0007496834,0.000008409326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893438,0.002580895,0.0002147761,0.0009369526,0.00004020259,0.00006778557,0.004091403,0.00002061543,0.002703622],"genre_scores_gemma":[0.9973278,0.0007890545,0.0001666881,0.0001006923,0.00001233098,0.00001401295,0.000988125,0.000005918476,0.0005954435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02607136,"threshold_uncertainty_score":0.1891618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098448464462453,"score_gpt":0.2596882810993765,"score_spread":0.2487037964547519,"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."}}