{"id":"W2558334814","doi":"10.1093/ofid/ofw172.220","title":"How Frequently Does Hospitalization of Patients Colonized With Carbapenemase-Producing Enterobacteriaceae Result in Contamination of Hospital Sink Drains?","year":2016,"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":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Contamination; Enterobacteriaceae; Carbapenem-resistant enterobacteriaceae; Sink (geography); Microbiology; Enterobacteriaceae Infections; Emergency medicine; Intensive care medicine; Biology; Escherichia coli; Ecology; Geography","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":[0.00114792,0.0003425768,0.0004450769,0.00107668,0.0007624773,0.001354141,0.0005230446,0.001544812,0.002440676],"category_scores_gemma":[0.01285068,0.000329169,0.0005383444,0.001290646,0.0006656595,0.001907069,0.0004777277,0.000963793,0.0006907824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032585,"about_ca_system_score_gemma":0.0008389925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007477806,"about_ca_topic_score_gemma":0.01156176,"domain_scores_codex":[0.9982665,0.0004486023,0.0003665179,0.0002363794,0.0003564954,0.000325438],"domain_scores_gemma":[0.9932319,0.001622529,0.002996342,0.0001572761,0.001048838,0.0009432452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006722221,0.00003283991,0.9915028,0.00006042927,0.00003711463,0.0005369569,0.0002213604,0.00003836351,0.00008585487,0.000018983,0.00161902,0.005779041],"study_design_scores_gemma":[0.000008517864,0.0002122644,0.9849311,0.0003066408,0.00008547058,0.006249244,0.00519131,0.000448526,0.0003119706,0.0001601985,0.00206834,0.0000263374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814737,0.004793696,0.0004284366,0.007673919,0.000308025,0.00003395623,0.0007812481,0.00003525445,0.004471622],"genre_scores_gemma":[0.995293,0.002509599,0.0003837656,0.001101077,0.0002133833,0.00001205595,0.0002948148,0.000009130824,0.0001832632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007477806,"threshold_uncertainty_score":0.01486862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005719348236038018,"score_gpt":0.2405644679506712,"score_spread":0.2348451197146331,"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."}}