{"id":"W4328009841","doi":"10.30802/aalas-cm-22-000018","title":"Bacterial Genotype, Carrier Risk Factors, and an Antimicrobial Stewardship Approach Relevant To Methicillin-resistant<i>Staphylococcus Aureus</i>Prevalence in a Population of Macaques Housed in a Research Facility","year":2023,"lang":"en","type":"article","venue":"Comparative Medicine","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; National Cancer Institute; Frederick National Laboratory for Cancer Research; U.S. Department of Health and Human Services","keywords":"Carriage; Multilocus sequence typing; Methicillin-resistant Staphylococcus aureus; Genotype; Medicine; Antimicrobial stewardship; Population; Staphylococcus aureus; Mupirocin; Antibiotics; Antimicrobial; Antibiotic resistance; Biology; Microbiology; Environmental health; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.003960032,0.0004407478,0.001550237,0.001431239,0.0001512213,0.00002524992,0.0003231609,0.0002750861,0.0000507633],"category_scores_gemma":[0.002155417,0.0003490562,0.00008115148,0.002735135,0.0009021927,0.0001730445,0.000180332,0.001087918,0.000008244755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003444176,"about_ca_system_score_gemma":0.0002439311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007282043,"about_ca_topic_score_gemma":0.003931291,"domain_scores_codex":[0.9943994,0.001647247,0.001182812,0.001032408,0.0009508621,0.0007872132],"domain_scores_gemma":[0.9971519,0.0009283508,0.0002713219,0.0007349767,0.0005427743,0.0003707171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004061265,0.0002511692,0.4552254,0.0007148639,0.00004756551,0.00004075565,0.01798668,0.000142507,0.520476,0.00008809014,0.0007857336,0.0001799711],"study_design_scores_gemma":[0.003364277,0.001218674,0.9696273,0.0009594981,0.0000706722,0.000001027313,0.002787893,0.0005166972,0.02053406,0.0001693979,0.0004256694,0.0003247895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956079,0.0003402704,0.0001828387,0.0003133576,0.0001546138,0.00241118,0.0007002347,0.00008722186,0.0002023998],"genre_scores_gemma":[0.9982545,0.0002730461,0.0007141955,0.00004947167,0.0001663711,0.00006686447,0.0003511326,0.00003460896,0.00008982627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514402,"threshold_uncertainty_score":0.9998962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578103134960365,"score_gpt":0.4084054113603097,"score_spread":0.2505950978642733,"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."}}