{"id":"W4381611527","doi":"10.1089/derm.2023.0025","title":"Under-Representation of Racial Minorities and Under-Reporting of Race and Ethnicity in Studies Used to Inform 2014 Atopic Dermatitis Clinical Guidelines: A Cross-Sectional Analysis","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atopic dermatitis; Ethnic group; Medicine; Representation (politics); Family medicine; Race (biology); Cross-sectional study; Gerontology; Dermatology; Sociology; Gender studies; Political science; Anthropology; Law; Pathology; Politics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01703857,0.0003873478,0.0007807565,0.001946608,0.001133783,0.001913511,0.0009094129,0.001065003,0.001267238],"category_scores_gemma":[0.03415855,0.0008328334,0.001616652,0.003259551,0.0008170499,0.00175159,0.001705511,0.001052092,0.000147883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006350088,"about_ca_system_score_gemma":0.001237344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01640609,"about_ca_topic_score_gemma":0.03045183,"domain_scores_codex":[0.981886,0.008478031,0.004135682,0.002787273,0.001686165,0.001026701],"domain_scores_gemma":[0.9595281,0.01345338,0.01816767,0.004059866,0.003460315,0.001330563],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003957231,0.00001634725,0.9986171,0.0000422616,0.0003440549,0.00002014872,0.0003486281,0.000008819879,0.00005298801,0.00003370941,0.00006534908,0.0004109125],"study_design_scores_gemma":[0.000006557856,0.00006463908,0.9970139,0.0001055093,0.0003861387,0.0001647932,0.001610543,0.0001088716,0.00009041082,0.00004339837,0.00039644,0.000008630471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940524,0.003091954,0.00085897,0.0002204262,0.0000446168,0.00008173216,0.0009023429,0.000006103545,0.0007414542],"genre_scores_gemma":[0.9982364,0.0004129501,0.0004661156,0.0002445645,0.0000178272,0.00006454792,0.0004383443,0.000008199532,0.0001109475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9829614,"threshold_uncertainty_score":0.09010965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873643440085496,"score_gpt":0.4822897057906134,"score_spread":0.2949253617820637,"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."}}