{"id":"W2981733174","doi":"10.1093/ofid/ofz360.599","title":"530. Sequential Screening of High-Risk Patients for Carbapenemase-Producing Enterobacteriaceae Colonization","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Colonization; Infection control; Medical record; Health care; Transmission (telecommunications); Emergency medicine; Internal medicine; Pediatrics; Intensive care medicine; Microbiology; Biology","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":[0.0002776005,0.0002271865,0.0002116213,0.0006668532,0.0004092264,0.0003797444,0.0002257346,0.00039639,0.005367783],"category_scores_gemma":[0.001498157,0.0001330059,0.0002500363,0.0004900843,0.0002152722,0.000264467,0.0002999856,0.0002672562,0.0008860856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007611612,"about_ca_system_score_gemma":0.001283848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02512289,"about_ca_topic_score_gemma":0.02802317,"domain_scores_codex":[0.9997099,0.00004228502,0.00004254657,0.00006712822,0.00005202149,0.00008603058],"domain_scores_gemma":[0.9990736,0.0001492215,0.0002646651,0.00002871397,0.0002003821,0.0002834107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002360089,0.00006989195,0.9609203,0.0000896723,0.00001392933,0.00121915,0.00007154496,0.00008957837,0.001581477,0.00002614104,0.002088774,0.03359341],"study_design_scores_gemma":[0.00002173292,0.000303805,0.9913597,0.0001151121,0.00002953811,0.004039396,0.0003166541,0.0005912639,0.001097094,0.0000392402,0.002076122,0.00001033533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987659,0.001919392,0.0007245619,0.0006431568,0.00008380121,0.0001214522,0.0009059175,0.0001029138,0.007839776],"genre_scores_gemma":[0.9973706,0.0005032262,0.0007522751,0.0001848953,0.00005181469,0.00002289635,0.0005493008,0.000006064205,0.0005589139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02512289,"threshold_uncertainty_score":0.04995328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190764939376799,"score_gpt":0.2803317535910603,"score_spread":0.2684241041972923,"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."}}