{"id":"W54917183","doi":"10.2310/6620.2008.07094","title":"Postoperative Topical Antimicrobial Use","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial; Bacitracin; Neomycin; Dermatology; Polymyxin B; Allergic contact dermatitis; Polymyxin; Mupirocin; Population; Atopic dermatitis; Incidence (geometry); Surgery; Contact dermatitis; Allergy; Antibiotics; Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Immunology; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002951459,0.0002276392,0.0003389264,0.0005155123,0.0003500423,0.0003614486,0.0001568478,0.0001983822,0.004035137],"category_scores_gemma":[0.001979408,0.00005052894,0.0003974703,0.0006266915,0.0001278746,0.0002389255,0.0002413885,0.0004633055,0.0005626831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194981,"about_ca_system_score_gemma":0.0003765831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008129726,"about_ca_topic_score_gemma":0.001156281,"domain_scores_codex":[0.9994518,0.00008840779,0.000117649,0.00003781195,0.0002322618,0.00007216955],"domain_scores_gemma":[0.9986092,0.0003503043,0.0005346925,0.00008931501,0.0002856721,0.000130741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006019153,0.000430375,0.5611764,0.001539508,0.0002311582,0.00469644,0.0003020546,0.0001639279,0.007721334,0.0003301013,0.005943442,0.4168634],"study_design_scores_gemma":[0.00004708672,0.002433311,0.8541932,0.001720536,0.0005039747,0.04284255,0.001017922,0.0005495315,0.009031206,0.0004259738,0.08719446,0.00004004443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8592058,0.0927502,0.003531049,0.001618254,0.00060324,0.0002332896,0.001614126,0.0001515577,0.04029259],"genre_scores_gemma":[0.9679179,0.02451133,0.001401641,0.0006940633,0.0001695342,0.0000897953,0.0005886399,0.00001737215,0.004609759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004035137,"threshold_uncertainty_score":0.0134989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358964401340312,"score_gpt":0.2622708423447283,"score_spread":0.2386811983313252,"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."}}