{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000004154361,0.00006499673,0.0001152981,0.0000253657,0.00007554267,0.00001065798,0.00001907638,0.00002936164,0.0002774544],"category_scores_gemma":[0.00002137965,0.00005236896,0.00005965607,0.00004626408,0.00004082525,0.0001013533,0.00001291759,0.00004332624,0.0002725635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002719558,"about_ca_system_score_gemma":0.00003912589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380811,"about_ca_topic_score_gemma":0.000008056561,"domain_scores_codex":[0.9996223,0.00001232346,0.00008692133,0.00009118815,0.00008286248,0.0001043759],"domain_scores_gemma":[0.9997317,0.00001380866,0.00001309249,0.0001106379,0.00003797933,0.00009282813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002944736,0.0004846801,0.7640462,0.000027179,0.0001329832,0.004477009,0.0005654577,8.290284e-7,0.000520803,0.0004304047,0.2253979,0.003887062],"study_design_scores_gemma":[0.001172984,0.00008088419,0.9651892,0.00002370919,0.00003411363,0.001036187,0.000006223434,0.00001972475,0.001964557,0.000007032552,0.03040738,0.00005796948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945261,0.00005252809,0.0000505512,0.002995261,0.00007187051,0.0001409654,0.00003270376,0.00003810332,0.002091917],"genre_scores_gemma":[0.9887078,0.0001019439,0.0008743224,0.008340372,0.00004897511,0.000005289135,0.00006530437,0.000007031618,0.00184891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.201143,"threshold_uncertainty_score":0.3503343,"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."}}