{"id":"W7116981492","doi":"10.1111/cod.70070","title":"Skin Barrier Biomarkers in Patch‐Induced and Clinical Allergic and Irritant Contact Dermatitis","year":2025,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Allergic contact dermatitis; Irritant contact dermatitis; Contact dermatitis; Biomarker; Skin barrier","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000492436,0.0004035211,0.0004309125,0.00149022,0.0001756988,0.0005838497,0.0002630233,0.0004785034,0.001405062],"category_scores_gemma":[0.0007157309,0.000133175,0.0002735263,0.0007690412,0.0002162647,0.0002805342,0.0002580497,0.0003134006,0.000296712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002774629,"about_ca_system_score_gemma":0.0001248363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004070347,"about_ca_topic_score_gemma":0.0005011487,"domain_scores_codex":[0.9996402,0.00007843279,0.00004829409,0.00008013954,0.0001106998,0.00004223762],"domain_scores_gemma":[0.9993566,0.00009435386,0.0003132001,0.00003487925,0.0001238264,0.00007725521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003259511,0.0003215755,0.8936664,0.0007828193,0.0002771493,0.001178956,0.0002851083,0.0002111503,0.06502684,0.00008635358,0.0004408617,0.03446333],"study_design_scores_gemma":[0.00002839503,0.0009085205,0.9842928,0.00005244817,0.0001437912,0.003706212,0.0002690877,0.0002721236,0.008954508,0.0001015361,0.00126091,0.000009646808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989939,0.008344548,0.0003120319,0.00003472017,0.00002276549,0.00005084836,0.0003304819,0.00002113889,0.0009444702],"genre_scores_gemma":[0.9982347,0.0008553536,0.0003415887,0.00002774663,0.00001850889,0.00002627494,0.0002530759,0.000002828578,0.0002397862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00149022,"threshold_uncertainty_score":0.004700422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570263845945901,"score_gpt":0.2953586966500961,"score_spread":0.2796560581906371,"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."}}