{"id":"W4246224888","doi":"10.22541/au.159200629.91542407","title":"BACTEREMIA BY CARBAPENEMASE PRODUCING ENTEROBACTERIACEAE CAN BE REDUCED BY MEASURES OF HOSPITAL INFECTION CONTROL","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Colonization; Enterobacteriaceae; Bacteremia; Medicine; Infection rate; Infection control; Internal medicine; Bloodstream infection; Intensive care medicine; Microbiology; Emergency medicine; Pediatrics; Antibiotics; Biology; Surgery; Escherichia coli","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000612029,0.000221695,0.0002033056,0.0002980747,0.0001350302,0.0004254185,0.0001209172,0.0001677648,0.001783559],"category_scores_gemma":[0.002315648,0.00004971752,0.000119461,0.0002491563,0.000210759,0.0001459693,0.0003070058,0.000204231,0.0002940572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887521,"about_ca_system_score_gemma":0.0003560329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009583694,"about_ca_topic_score_gemma":0.001039077,"domain_scores_codex":[0.9996504,0.0001739418,0.00001292994,0.0000331933,0.00007132161,0.00005823028],"domain_scores_gemma":[0.9995292,0.0001093768,0.0001628348,0.0000430961,0.00003953891,0.000115896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002685181,0.002785348,0.4372196,0.0007013431,0.0002192842,0.0005990175,0.0009506313,0.001247424,0.05938645,0.001222101,0.009183963,0.4837997],"study_design_scores_gemma":[0.0000713307,0.002109233,0.9779916,0.00008048606,0.00004124656,0.0004029176,0.0003037066,0.0005673375,0.01049508,0.0005863149,0.007340437,0.00001026642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875414,0.003446815,0.001204523,0.0009105911,0.00004697528,0.00002468043,0.0001957531,0.0001346777,0.006494598],"genre_scores_gemma":[0.9972472,0.0009059499,0.0008825851,0.00007374594,0.00003267825,0.00001512823,0.0001242027,0.000006245407,0.0007122739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001783559,"threshold_uncertainty_score":0.005966544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199715760205489,"score_gpt":0.2360991955425504,"score_spread":0.2241020379404955,"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."}}