{"id":"W2910681078","doi":"10.1097/der.0000000000000405","title":"Allergy Alert Test for <i>p</i> -Phenylenediamine–Allergic Hair Dye Users","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kao Corporation","keywords":"Medicine; Hair dyes; Patch test; Allergy; Dermatology; Allergic contact dermatitis; Forearm; Contact dermatitis; Allergic reaction; Skin reaction; Immunology; Surgery","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":[0.00090174,0.0003365609,0.0002530775,0.0003069224,0.0001929746,0.0001825966,0.0001819185,0.000370798,0.00193869],"category_scores_gemma":[0.001287449,0.0001093637,0.0002124629,0.0001113278,0.0001314919,0.0001986642,0.0002553626,0.0002821016,0.0004767464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009948478,"about_ca_system_score_gemma":0.0001715405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432201,"about_ca_topic_score_gemma":0.0003375748,"domain_scores_codex":[0.9994096,0.000227926,0.00005913562,0.00007798029,0.000181431,0.00004400357],"domain_scores_gemma":[0.9992544,0.0001896184,0.0002119963,0.00006995291,0.0001949317,0.0000790546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003340291,0.002823863,0.5858365,0.0005325148,0.00007457801,0.001454017,0.0007612834,0.0002051845,0.3440143,0.0001093522,0.001424236,0.05942388],"study_design_scores_gemma":[0.000190094,0.0269434,0.8503194,0.00008655799,0.0001294774,0.008045434,0.0004138503,0.001791258,0.107526,0.00008242944,0.004438147,0.0000340061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955041,0.0002017425,0.002404415,0.00004870232,0.0000226239,0.0003966105,0.00007661388,0.00004867488,0.001296513],"genre_scores_gemma":[0.9937555,0.0001979646,0.004945789,0.000123394,0.0000271936,0.000225713,0.0001616805,0.000008351878,0.0005543282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00193869,"threshold_uncertainty_score":0.006485581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148228284050035,"score_gpt":0.2503463855947705,"score_spread":0.235523557189767,"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."}}