{"id":"W3033154615","doi":"10.1002/9781119501237.ch116","title":"Nosocomial and Multidrug‐Resistant Infections","year":2020,"lang":"en","type":"other","venue":"Clinical Small Animal Internal Medicine","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Multiple drug resistance; Acinetobacter; Intensive care medicine; Diarrhea; Enterococcus; Pneumonia; Microbiology; Antibiotics; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003734941,0.000391158,0.000280685,0.000593565,0.0003964059,0.0007558254,0.0003476668,0.0004404184,0.04169177],"category_scores_gemma":[0.001023008,0.0000758207,0.0003634606,0.0006870361,0.0002148138,0.0004524103,0.0007887461,0.0005409241,0.01100362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031057,"about_ca_system_score_gemma":0.0008349204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007645331,"about_ca_topic_score_gemma":0.001381161,"domain_scores_codex":[0.9994416,0.00009725573,0.0000639321,0.00003922957,0.0002790281,0.00007890617],"domain_scores_gemma":[0.9995946,0.00008784485,0.00009798474,0.00002294793,0.000106943,0.00008972252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009146224,0.0002141625,0.009961008,0.001941998,0.00003454164,0.001991969,0.0004166954,0.0001001927,0.00246115,0.005876375,0.1455385,0.8313719],"study_design_scores_gemma":[0.000009100851,0.0001149332,0.01007608,0.001411837,0.0000269666,0.005670922,0.0001800727,0.00006185823,0.0007685372,0.001162897,0.9805058,0.00001096324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02353851,0.2007574,0.005431283,0.006041309,0.003622647,0.0006881169,0.003979105,0.0005280123,0.7554137],"genre_scores_gemma":[0.1766281,0.4011305,0.01276856,0.009291942,0.00408864,0.0007270876,0.006412755,0.0002961361,0.3886563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04169177,"threshold_uncertainty_score":0.1394729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759849486340681,"score_gpt":0.3463578868868394,"score_spread":0.3087593920234326,"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."}}