{"id":"W7083577483","doi":"10.1017/ash.2025.303","title":"Tackling Staph: Reducing Staphylococcus aureus Colonization in a College Football Team","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athletic Edge Sports Medicine","funders":"","keywords":"Mupirocin; Staphylococcus aureus; Carriage; Football players; Hygiene; Staphylococcal infections; Nose; Isolation (microbiology)","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":[0.0004096801,0.0005616953,0.0003970098,0.0004983425,0.0007556381,0.0003881218,0.0004629095,0.0004856041,0.001798897],"category_scores_gemma":[0.0007901735,0.0001894367,0.0002202783,0.00020832,0.0001794496,0.0001669636,0.000576262,0.0003010098,0.0002786227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059064,"about_ca_system_score_gemma":0.001103717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007348914,"about_ca_topic_score_gemma":0.009553338,"domain_scores_codex":[0.9996995,0.000055701,0.00002366663,0.00005963184,0.00007608647,0.00008541573],"domain_scores_gemma":[0.9995111,0.00003716402,0.00009118312,0.00001259934,0.00008474217,0.0002632258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004250396,0.01501508,0.5956675,0.0009846882,0.0002308781,0.001562912,0.001607622,0.0007072332,0.05348064,0.00004936363,0.001532839,0.3249109],"study_design_scores_gemma":[0.0005312837,0.05928336,0.9232144,0.0002503325,0.0001740097,0.001429777,0.002471193,0.001484493,0.008086148,0.00005739928,0.002993512,0.00002406466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999094,0.000173947,0.0001172429,0.0000800413,0.00001294465,0.000107972,0.00001848772,0.0000078326,0.0003874373],"genre_scores_gemma":[0.9966254,0.0005155964,0.00169129,0.0001346871,0.00003567703,0.0001331247,0.000091095,0.000004052369,0.00076918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007348914,"threshold_uncertainty_score":0.01461232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703092205654871,"score_gpt":0.304198038185423,"score_spread":0.2871671161288742,"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."}}