{"id":"W2104925957","doi":"10.1086/501833","title":"Risk Factors for Colonization With Vancomycin-Resistant Enterococci in a Melbourne Hospital","year":2001,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Outbreak; Odds ratio; Metronidazole; Vancomycin-resistant Enterococcus; Internal medicine; Enterococcus faecium; Colonization; Risk factor; Referral; Vancomycin-Resistant Enterococci; Intensive care unit; Enterococcus; Antibiotics; Emergency medicine; Vancomycin; Microbiology; Family medicine; Staphylococcus aureus; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005866119,0.0002634793,0.0008312528,0.00018758,0.0001504939,0.00001336804,0.0000446538,0.0002283518,0.00002070209],"category_scores_gemma":[0.002336576,0.0001998417,0.0001357798,0.0002110011,0.0002056643,0.0001415479,0.00001636594,0.0002769018,0.00000387633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464784,"about_ca_system_score_gemma":0.00006061779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400537,"about_ca_topic_score_gemma":0.001595199,"domain_scores_codex":[0.9982154,0.0001819966,0.0005809512,0.0004633618,0.00007717888,0.0004810682],"domain_scores_gemma":[0.9978021,0.001280931,0.0003861051,0.000175991,0.0002001138,0.0001547626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001787901,0.0002839517,0.9937291,0.00004118404,0.0001260488,0.00001777407,0.0001667152,0.0001967596,0.0003407569,0.0006397145,0.0004888225,0.002181335],"study_design_scores_gemma":[0.006668879,0.004556204,0.9773427,0.00008650657,0.0001461511,0.00001731774,0.00007783312,0.001060182,0.00004576399,0.0008785404,0.008880683,0.0002392454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423738,0.0003824283,0.05266634,0.002487344,0.0003378,0.00150779,0.00004483552,0.00007446534,0.000125203],"genre_scores_gemma":[0.9975877,0.0006705538,0.0006948373,0.0005157761,0.0001724182,0.0001715191,0.00003879651,0.00003027167,0.0001181319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0552139,"threshold_uncertainty_score":0.8149306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272920050200193,"score_gpt":0.2812724267603707,"score_spread":0.2685432262583688,"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."}}