{"id":"W4376224739","doi":"10.1111/cod.14334","title":"Persulphates allergic contact dermatitis from spa: A new aetiology of nummular contact dermatitis","year":2023,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Allergic contact dermatitis; Contact dermatitis; Dermatology; Medicine; Etiology; Patch testing; Irritant contact dermatitis; Hand dermatitis; Allergy; Immunology; Pathology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003162839,0.001083914,0.002623416,0.0008456171,0.0003783214,0.0002395754,0.0007436068,0.0006430855,0.006667685],"category_scores_gemma":[0.0005589604,0.001068276,0.0009432964,0.0009454697,0.0001723596,0.001063705,0.000339471,0.0007913209,0.001982353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313795,"about_ca_system_score_gemma":0.0007619958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007960415,"about_ca_topic_score_gemma":0.002462991,"domain_scores_codex":[0.9938409,0.0003920273,0.002247776,0.0009979806,0.001076692,0.001444622],"domain_scores_gemma":[0.995043,0.001194439,0.0009175448,0.001435784,0.0005026864,0.0009065066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002680418,0.0007019895,0.1855479,0.001777382,0.004672091,0.008068928,0.01538325,0.00006211763,0.05446506,0.00875915,0.6864089,0.03388521],"study_design_scores_gemma":[0.009992948,0.0007282094,0.7920684,0.001828797,0.0005192981,0.0009678546,0.002108994,0.002104164,0.01541463,0.001069939,0.1719963,0.00120053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578688,0.007477251,0.0009398782,0.01715171,0.001732579,0.002095464,0.001075953,0.001139022,0.01051935],"genre_scores_gemma":[0.9804633,0.006644381,0.0007219276,0.007679398,0.0006302794,0.0001629497,0.002093327,0.0001906171,0.001413786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6065205,"threshold_uncertainty_score":0.9991767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059058669936188,"score_gpt":0.2621969580665403,"score_spread":0.2416063713671784,"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."}}