{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003697268,0.0001269004,0.0003302223,0.00006099548,0.00008132844,0.0000235268,0.00004157451,0.0001123909,0.0003598986],"category_scores_gemma":[0.0001003343,0.0001151184,0.00004953197,0.0001673349,0.00007313993,0.0001939259,0.000014211,0.000123497,0.00002536876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002186876,"about_ca_system_score_gemma":0.00007936446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003367585,"about_ca_topic_score_gemma":0.00005807013,"domain_scores_codex":[0.9991494,0.00008446041,0.0002803784,0.0001516138,0.0001775492,0.0001566338],"domain_scores_gemma":[0.9994084,0.0001019919,0.0001328158,0.000111994,0.00009608561,0.0001487106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001433309,0.0001609977,0.8788425,0.0006483785,0.0003468229,0.00010066,0.001521477,0.000002510088,0.0004293292,0.0001231667,0.1163121,0.001497632],"study_design_scores_gemma":[0.002021901,0.0001959977,0.9602574,0.00009224837,0.0002927027,0.0002556636,0.0001001473,0.0001559401,0.003085487,0.00006139815,0.03334645,0.0001347342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794843,0.0002840048,0.0005447264,0.01744004,0.00006620951,0.0002738654,0.00008152717,0.00008988883,0.001735497],"genre_scores_gemma":[0.992766,0.0002041945,0.0003146243,0.006416527,0.00006372762,0.00002313904,0.00009496963,0.00001496814,0.0001018526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08296569,"threshold_uncertainty_score":0.4694393,"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."}}