{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006401809,0.0001473644,0.0001559852,0.0007162692,0.0006429177,0.0004660204,0.0001757534,0.0003313854,0.0009872279],"category_scores_gemma":[0.002107781,0.0001358308,0.0001799475,0.0003738885,0.0003394026,0.0003405123,0.0003135175,0.000227849,0.0001389985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917273,"about_ca_system_score_gemma":0.0004874509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022218,"about_ca_topic_score_gemma":0.01483288,"domain_scores_codex":[0.9996984,0.00007398857,0.00004300919,0.00006368239,0.00005872799,0.00006223923],"domain_scores_gemma":[0.9990805,0.0001455848,0.0004773888,0.00004072502,0.0001198071,0.0001359985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002587611,0.00003555181,0.996735,0.00001019936,0.000008913936,0.0002541446,0.000312399,0.00001999126,0.0008968065,0.00001260334,0.00007107871,0.001617434],"study_design_scores_gemma":[8.868874e-7,0.0001097114,0.9981812,0.0000103053,0.000008117395,0.0005930711,0.0006523505,0.0001213463,0.0001340013,0.00001219356,0.0001740203,0.000002915272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995586,0.0001187683,0.00004488346,0.00003817429,0.000001475946,0.000005799376,0.00003440281,0.00000147233,0.0001964355],"genre_scores_gemma":[0.9995686,0.000109287,0.0001547234,0.00002588171,0.000004083132,0.000007569913,0.00005710445,7.717409e-7,0.00007197575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022218,"threshold_uncertainty_score":0.02032542,"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."}}