{"id":"W2751501579","doi":"10.1093/ofid/ofx163.276","title":"Trends in Outpatient Bacteremia in British Columbia, Canada between 2010 and 2015","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Bacteremia; Ciprofloxacin; Blood culture; Streptococcus pneumoniae; Enterococcus faecalis; Enterococcus faecium; Klebsiella pneumoniae; Meropenem; Microbiology; Population; Enterococcus; Epidemiology; Coagulase; Salmonella; Staphylococcus aureus; Antibiotics; Internal medicine; Staphylococcus; Antibiotic resistance; Biology; Environmental health; Bacteria; Escherichia coli","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001058095,0.00007360142,0.0001545267,0.00002427115,0.000220473,0.0009065292,0.0002638462,0.00007239612,0.0001009005],"category_scores_gemma":[0.0002614259,0.0001182058,0.00002456984,0.00003962693,0.00005547417,0.00002536624,0.0003512788,0.0000670497,0.000001246407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005905884,"about_ca_system_score_gemma":0.000173722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.939796,"about_ca_topic_score_gemma":0.9987792,"domain_scores_codex":[0.9991667,0.00004878037,0.0002042565,0.0003184867,0.00006230194,0.0001995317],"domain_scores_gemma":[0.9993576,0.00001043304,0.0001091037,0.0003720837,0.00003924471,0.0001115647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000484355,0.00005711442,0.967037,0.000006226079,0.000007059047,0.000004574176,0.000005997728,5.758001e-7,0.0004857685,9.544157e-7,0.008666672,0.02372317],"study_design_scores_gemma":[0.0006613246,0.00005562063,0.993981,0.00002675246,0.000006931579,0.000003120229,0.00003855259,0.000002999953,0.00005630577,0.00005707084,0.004974387,0.0001359306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997714,0.00006677099,0.000001196471,0.0002106465,0.0002090885,0.0001843204,0.0001880695,0.000004775646,0.001421119],"genre_scores_gemma":[0.9975487,0.0000180478,0.000009695013,0.0001068077,0.00004212268,0.00003139492,0.000335302,0.00001114645,0.001896794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05898328,"threshold_uncertainty_score":0.8741682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329185526961089,"score_gpt":0.2703585019448823,"score_spread":0.2570666466752714,"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."}}