{"id":"W2082934697","doi":"10.1086/675616","title":"Pilot Testing of an Out-of-Country Medical Care Questionnaire with Screening and Cost Analysis of Preemptive Isolation for Carbapenem-Resistant Enterobacteriaceae in a Large Canadian Health Region","year":2014,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services; Foothills Medical Centre; Alberta Health Services; Rockyview General Hospital; Alberta Children's Hospital","funders":"","keywords":"Carbapenem-resistant enterobacteriaceae; Isolation (microbiology); Enterobacteriaceae; Carbapenem; Medicine; Enterobacteriaceae Infections; Infection control; Environmental health; Intensive care medicine; Microbiology; Antibiotics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008714685,0.000237922,0.001087782,0.000284773,0.00006616408,0.000006347934,0.00008280111,0.000520401,0.000001486824],"category_scores_gemma":[0.001234418,0.0002124696,0.00008794689,0.0001307597,0.0002531718,0.000012275,0.00002390499,0.0002559735,2.258902e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000561892,"about_ca_system_score_gemma":0.0002843534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05100764,"about_ca_topic_score_gemma":0.2778269,"domain_scores_codex":[0.9977376,0.0005696149,0.0007877891,0.0004857103,0.00008195364,0.0003373293],"domain_scores_gemma":[0.9979888,0.0003439012,0.001018859,0.0002307181,0.0003156183,0.0001021203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004840193,0.0000349364,0.9958619,0.0004794739,0.0005169717,0.000003315818,0.0001286017,0.00009952538,0.0003973258,0.00003404372,0.0005277693,0.00143212],"study_design_scores_gemma":[0.002040606,0.005020678,0.9862706,0.0007173966,0.00037341,0.000009081006,0.00005418586,0.002282622,0.00002248365,0.00001856858,0.002940523,0.0002498304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458879,0.001522284,0.04323111,0.00754656,0.0002294663,0.001024409,0.0005329894,0.000007814496,0.00001746056],"genre_scores_gemma":[0.9905038,0.0001393506,0.0006076811,0.007018526,0.0002335948,0.00003415063,0.001436961,0.00002199633,0.000003945956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2268193,"threshold_uncertainty_score":0.9553118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936744897730645,"score_gpt":0.2922470645196388,"score_spread":0.2728796155423324,"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."}}