{"id":"W4398780387","doi":"10.1089/derm.2024.0033","title":"The Association between Atopic Dermatitis and Allergic Contact Dermatitis: A Cross-Sectional Analysis Using the <i>All of Us</i> Research Program","year":2024,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology; Association (psychology); Allergic contact dermatitis; Cross-sectional study; Contact dermatitis; Allergy; Immunology; 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":[0.001806082,0.0002722974,0.0003780588,0.0005667123,0.001197853,0.0007598642,0.0006215054,0.003584025,0.002689718],"category_scores_gemma":[0.006594449,0.0004428111,0.0004746918,0.001418406,0.000299177,0.0006932109,0.0003050382,0.002187941,0.0009925975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005868255,"about_ca_system_score_gemma":0.0008874591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02135222,"about_ca_topic_score_gemma":0.04702153,"domain_scores_codex":[0.9988679,0.0005629403,0.0001496361,0.0001145325,0.000175963,0.0001290633],"domain_scores_gemma":[0.9945627,0.002585727,0.0007483716,0.0003866708,0.001054964,0.0006616716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001951679,0.0002116233,0.9556779,0.00002844182,0.00006949342,0.002344121,0.0003314291,0.00002780653,0.0004289433,0.00010696,0.03520738,0.005370839],"study_design_scores_gemma":[0.00009669629,0.000458178,0.9795227,0.00008203839,0.0001534324,0.005446699,0.001643013,0.0004697423,0.0002412319,0.0001954399,0.0116659,0.00002498818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.813508,0.001576179,0.0004193404,0.1640853,0.002811974,0.0001089007,0.004313529,0.00005061089,0.01312615],"genre_scores_gemma":[0.8512135,0.00157365,0.0008799608,0.1275134,0.004132573,0.0001797968,0.001373849,0.00002883095,0.01310448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02135222,"threshold_uncertainty_score":0.04245591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633436298729789,"score_gpt":0.3671874980632398,"score_spread":0.3208531350759419,"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."}}