{"id":"W2339719550","doi":"10.1093/ofid/ofv133.1361","title":"Multidrug Resistant-Enterobacteriaceae Isolated From Inpatients in North America: TEST 2011–2014","year":2015,"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":"","funders":"","keywords":"Medicine; Enterobacteriaceae; Multiple drug resistance; Microbiology; Test (biology); Antibiotics; Escherichia coli; Biology; 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":[0.00082926,0.0003950425,0.0004405103,0.00101213,0.00058459,0.0007301706,0.0005760632,0.0003558617,0.001242671],"category_scores_gemma":[0.001577315,0.0003416894,0.0003105081,0.002218478,0.0004187692,0.0005080458,0.0006575815,0.0006013102,0.0002924886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833251,"about_ca_system_score_gemma":0.002113714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06203246,"about_ca_topic_score_gemma":0.1236613,"domain_scores_codex":[0.9989951,0.0001549217,0.0001408892,0.0001801292,0.0003458226,0.0001831123],"domain_scores_gemma":[0.9971243,0.0002178621,0.001402686,0.00009704199,0.0007247915,0.0004331991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531372,0.00005090303,0.9944798,0.00007364018,0.00004774824,0.0001666193,0.0001436233,0.00004022082,0.0005891237,0.00001076368,0.001039747,0.003204796],"study_design_scores_gemma":[0.000008393559,0.00006756811,0.9982913,0.00002310765,0.00001738382,0.0003266544,0.0002899542,0.00005253174,0.0002198735,0.000004617737,0.0006956662,0.000002928748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926156,0.0009716881,0.0001110751,0.0002250614,0.00002565177,0.00006030653,0.004919352,0.00001784707,0.00105347],"genre_scores_gemma":[0.9928375,0.000799027,0.0002965376,0.0002842637,0.00003550972,0.00005517262,0.005249044,0.000007529341,0.0004354409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06203246,"threshold_uncertainty_score":0.1233428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193778676802905,"score_gpt":0.2659138305303779,"score_spread":0.2539760437623489,"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."}}