{"id":"W4367041745","doi":"10.1089/derm.2023.0037","title":"A Retrospective Analysis of Risk Factors for Atopic Dermatitis Severity","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Logistic regression; Severity of illness; Concordance; Bathing; Internal medicine; Dermatology; Pathology","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":[0.0007890776,0.000246161,0.0002749033,0.000799189,0.0003686891,0.0004065089,0.0001849316,0.0002768642,0.0016849],"category_scores_gemma":[0.002275286,0.0003535653,0.0003341119,0.001169855,0.0002372504,0.000414259,0.0002726447,0.000319339,0.0002933712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000271487,"about_ca_system_score_gemma":0.000408878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002575896,"about_ca_topic_score_gemma":0.001709317,"domain_scores_codex":[0.9993944,0.0001504485,0.0001030344,0.0001388886,0.0001272265,0.00008599015],"domain_scores_gemma":[0.9979346,0.0005253038,0.0007428501,0.0002481398,0.0002793198,0.000269847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003964226,0.000011472,0.9994581,0.0000035273,0.00001192481,0.00006830443,0.00001479326,0.00001085732,0.00004048818,0.000005527182,0.00003443358,0.0003008283],"study_design_scores_gemma":[0.000009037141,0.0001306053,0.9981627,0.000005749393,0.00002476669,0.001018617,0.0001099609,0.0002025056,0.00008401059,0.00001884758,0.0002291756,0.00000404596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991629,0.0002018272,0.0001199018,0.00001151061,0.00000373177,0.00001242658,0.0002660318,0.000002773462,0.0002189184],"genre_scores_gemma":[0.9995789,0.00004928027,0.00005840074,0.00001092926,0.000004988479,0.000008776236,0.0002456339,0.000001041686,0.00004196967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002575896,"threshold_uncertainty_score":0.005636573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401624540811684,"score_gpt":0.2778291433813406,"score_spread":0.2638128979732238,"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."}}