{"id":"W2343334351","doi":"10.1093/ofid/ofv133.1358","title":"Re-evaluation of Hospital Screening and Transmission Control Programs for Extended-Spectrum β-Lactamase-Producing Enterobacteriaceae in Toronto","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Enterobacteriaceae; Transmission (telecommunications); Carbapenem-resistant enterobacteriaceae; Enterobacteriaceae Infections; Pathogenic organism; Infection control; Pediatrics; Microbiology; Intensive care medicine; Escherichia coli; Telecommunications; Biology; Computer science; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002415178,0.0003791658,0.0003056693,0.0007213304,0.0008587025,0.0009467013,0.001059437,0.0003347005,0.001569745],"category_scores_gemma":[0.01023659,0.0002338128,0.0006755379,0.001033536,0.0003802383,0.0004538911,0.001033412,0.0003236478,0.00007891806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02231704,"about_ca_system_score_gemma":0.02840243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6855513,"about_ca_topic_score_gemma":0.7070972,"domain_scores_codex":[0.9977316,0.0005425366,0.0002506933,0.0001880958,0.0007494756,0.0005376342],"domain_scores_gemma":[0.9877777,0.001341195,0.003536273,0.0003823292,0.003760338,0.003202287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00091572,0.000185738,0.9679878,0.0004597835,0.0001628864,0.0003385398,0.000989477,0.001051559,0.001031525,0.000172765,0.00143072,0.0252735],"study_design_scores_gemma":[0.00005849459,0.0007507159,0.9959685,0.0001079008,0.00009396271,0.00008517822,0.000962508,0.0007910986,0.0002420659,0.00001390218,0.0009171222,0.000008566051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948926,0.001403257,0.0003365694,0.0008548789,0.00004206766,0.0002638045,0.0007209404,0.00003341006,0.001452436],"genre_scores_gemma":[0.9979603,0.0006834977,0.0004158191,0.000155444,0.00002522035,0.00006076879,0.0004359653,0.000002868086,0.0002600021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3144487,"threshold_uncertainty_score":0.632601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828953579649915,"score_gpt":0.2869243410980387,"score_spread":0.2686348053015395,"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."}}