{"id":"W74627086","doi":"10.1007/0-306-48411-0_6","title":"Multi-resistant Enterobacteriaceae in Hospital Practice","year":2006,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Enterobacteriaceae; Medicine; Biology; Escherichia coli","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005878602,0.0008600537,0.0006858175,0.0002700677,0.00008035721,0.0003205809,0.00110232,0.002509919,0.0000920887],"category_scores_gemma":[0.0003573747,0.000913278,0.0003128281,0.00003255102,0.0004017551,0.00006894265,0.0005079986,0.001656441,0.00005997077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515322,"about_ca_system_score_gemma":0.0003635116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006325825,"about_ca_topic_score_gemma":0.0001031116,"domain_scores_codex":[0.9961055,0.00009534803,0.001115991,0.001388764,0.0004930872,0.0008013375],"domain_scores_gemma":[0.9976169,0.00005118328,0.000835745,0.001033916,0.0002467894,0.0002154136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001533683,0.0003163953,0.004223899,0.0003144483,0.000863328,0.0004583265,0.0003282899,0.00001154791,0.1325387,0.00349141,0.8533425,0.002577464],"study_design_scores_gemma":[0.00128268,0.0002337645,0.00206956,0.0003280782,0.0001011758,0.00003150953,0.00006213056,0.000004059744,0.0008141986,0.0003287667,0.9936485,0.001095535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03306382,0.001869843,0.000291855,0.0005937356,0.002177527,0.001331965,0.0002283382,0.0001049624,0.9603379],"genre_scores_gemma":[0.06920312,0.0001836086,0.002803131,0.0009121225,0.001362102,0.00004426601,0.001148655,0.0003671699,0.9239758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.140306,"threshold_uncertainty_score":0.9993318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105223635054895,"score_gpt":0.2479195003790466,"score_spread":0.2373971368735572,"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."}}