{"id":"W2564419807","doi":"10.1093/ofid/ofw172.222","title":"bla VIM-Producing Enterobactercloacae in Ontario, Canada: Links Between Sewage, Surface Water, and Human Isolates","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Toronto East General Hospital; St. Michael's Hospital; St Joseph's Health Centre; Public Health Ontario; Toronto Public Health; Sunnybrook Health Science Centre; North York General Hospital; Health Sciences Centre; Credit Valley Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Sewage; Pathogenic organism; Surface water; Microbiology; Environmental science; Environmental engineering; 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":[0.0001323718,0.000239867,0.000266886,0.00004369099,0.0001988044,0.0002014317,0.0003614503,0.000145724,0.0002018794],"category_scores_gemma":[0.00002351094,0.0001690412,0.0000535261,0.00004272075,0.00007800652,0.00004316536,0.0008765621,0.0001715258,0.000008364347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959483,"about_ca_system_score_gemma":0.000285558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7842358,"about_ca_topic_score_gemma":0.9818568,"domain_scores_codex":[0.9983442,0.0001011622,0.0002744469,0.0005965473,0.0001075392,0.0005760442],"domain_scores_gemma":[0.9992292,0.0000181068,0.00005713099,0.0004268646,0.00005421703,0.0002144862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005174128,0.00007315225,0.8454077,0.00001414267,0.00006841111,0.000007162486,0.00003721576,0.00000189801,0.1527832,0.000007335386,0.001008429,0.000539574],"study_design_scores_gemma":[0.001749753,0.0003947075,0.8983622,0.0001091724,0.0000289276,0.00001094599,0.00005235915,2.636678e-7,0.08056476,0.0001382257,0.01821359,0.0003750902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980241,0.00007753908,0.00001460639,0.0003992874,0.00009614144,0.0004128541,0.00008974363,0.00001370505,0.0008720302],"genre_scores_gemma":[0.9968957,0.00004668793,0.000007521674,0.0002147184,0.0000648108,0.00003380621,0.0003282175,0.00003398086,0.002374555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976209,"threshold_uncertainty_score":0.6893298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136717017631984,"score_gpt":0.255300871479247,"score_spread":0.2439337013029271,"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."}}