{"id":"W4302761397","doi":"10.1017/ice.2022.239","title":"The associated impact of standardized admission screening on vancomycin-resistant <i>Enterococci</i> bloodstream infections","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Poisson regression; Incidence (geometry); Confidence interval; Rate ratio; Enterococcus; Vancomycin-resistant Enterococcus; Emergency medicine; Vancomycin-Resistant Enterococci; Internal medicine; Population; Pediatrics; Vancomycin; Antibiotics; Staphylococcus aureus; Environmental health","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":[0.001488395,0.0003979325,0.0002585649,0.0003083648,0.000404236,0.0007685393,0.0005915735,0.0005867145,0.002051468],"category_scores_gemma":[0.01434136,0.0001633644,0.0008517076,0.0005169331,0.0005070362,0.0002720456,0.0005880234,0.0008584204,0.00007734795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003977518,"about_ca_system_score_gemma":0.00902227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4093339,"about_ca_topic_score_gemma":0.398143,"domain_scores_codex":[0.9983863,0.0005949631,0.00008104013,0.0001569143,0.0003371823,0.000443692],"domain_scores_gemma":[0.995496,0.001480581,0.001393459,0.0002022875,0.0006357529,0.000791967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001649349,0.0004951124,0.9743459,0.00009242453,0.000306551,0.0001034602,0.0002688277,0.001001592,0.000522352,0.0001115396,0.0006113781,0.02049154],"study_design_scores_gemma":[0.00002828578,0.0004771978,0.9979819,0.00002004452,0.0001176522,0.00003151408,0.0001399542,0.0008613074,0.0001629686,0.0000298775,0.0001442311,0.0000050509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981969,0.0003435144,0.0001731235,0.0004090376,0.00001730726,0.00002387489,0.0002074424,0.00002330484,0.0006055923],"genre_scores_gemma":[0.9994788,0.00006622765,0.0001069007,0.00005660901,0.000007699657,0.000005392047,0.0000938977,0.00000204034,0.0001825515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4093339,"threshold_uncertainty_score":0.8139025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557680998496287,"score_gpt":0.3181886721381943,"score_spread":0.3026118621532314,"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."}}