{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004281116,0.0004532191,0.001142332,0.0004628487,0.0001782476,0.0001927645,0.0001598065,0.0003433924,0.0002540331],"category_scores_gemma":[0.0003796741,0.0004281673,0.000212217,0.0003388617,0.0001270361,0.0004459262,0.0001842514,0.0005186677,0.00002695101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372716,"about_ca_system_score_gemma":0.0002776428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956135,"about_ca_topic_score_gemma":0.005185836,"domain_scores_codex":[0.996972,0.0002548053,0.001293582,0.0006073894,0.0003030721,0.0005690999],"domain_scores_gemma":[0.998156,0.0006205002,0.0002045238,0.0004985345,0.0001279608,0.0003925017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150281,0.0002473925,0.8827246,0.0006630675,0.001020298,0.001585886,0.00117702,1.287751e-7,0.00172183,0.002673195,0.01536807,0.09270348],"study_design_scores_gemma":[0.007103045,0.0002584574,0.9616362,0.001342076,0.0001588316,0.0003913394,0.0008632406,0.0009884918,0.0006595369,0.0003745553,0.02580465,0.0004195012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746768,0.004401376,0.00009312665,0.008104041,0.0005239857,0.0009997739,0.00005529103,0.0001134837,0.01103207],"genre_scores_gemma":[0.9858342,0.005148653,0.0002765145,0.008194414,0.00007861418,0.0000710352,0.00004973772,0.00003822537,0.0003085643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09228399,"threshold_uncertainty_score":0.999817,"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."}}