{"id":"W3006267962","doi":"10.1097/der.0000000000000526","title":"Association of Atopic Dermatitis with Bacterial, Fungal, Viral, and Sexually Transmitted Skin Infections","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Odds ratio; Skin infection; Impetigo; Dermatology; Erysipelas; Molluscum contagiosum; Confidence interval; Immunology; Cellulitis; Staphylococcus aureus; Internal medicine","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":[0.0006166156,0.0002103086,0.0003001727,0.0006059914,0.000299171,0.0005448968,0.000291129,0.0003226244,0.003057852],"category_scores_gemma":[0.002710507,0.0001664538,0.0005341926,0.001041089,0.0002427864,0.0003302179,0.0003373512,0.0008256948,0.0001937482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715352,"about_ca_system_score_gemma":0.0003771519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332464,"about_ca_topic_score_gemma":0.004196194,"domain_scores_codex":[0.9992152,0.0001872328,0.0001151813,0.0001705299,0.0001931803,0.0001185407],"domain_scores_gemma":[0.9969702,0.0005532989,0.001740662,0.0001321753,0.0003079177,0.0002957589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003050302,0.00001615973,0.9986707,0.00001679935,0.00006429149,0.00005675393,0.00001069756,0.00001752107,0.00003815682,0.000009161708,0.0001119537,0.0009572692],"study_design_scores_gemma":[0.000002904006,0.00002505819,0.9988858,0.00002042999,0.00003866709,0.0006913205,0.00004901235,0.00008827409,0.00002449303,0.00001939829,0.0001529007,0.000001710176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943877,0.003139334,0.00009894533,0.0002557758,0.00002278159,0.00001223843,0.0007322175,0.000007020615,0.001344017],"genre_scores_gemma":[0.9989041,0.000593827,0.00009387056,0.00004356661,0.00002733053,0.000005308719,0.0002205688,0.000001506256,0.0001097961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003332464,"threshold_uncertainty_score":0.01022947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007536890076764947,"score_gpt":0.225875791300903,"score_spread":0.218338901224138,"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."}}