{"id":"W2042210333","doi":"10.2310/6620.2004.04013","title":"Allergic Contact Dermatitis from Isocyanates among Sculptors","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isophorone diisocyanate; Isocyanate; Hexamethylene diisocyanate; Toluene diisocyanate; Contact dermatitis; Polyurethane; Medicine; Allergic contact dermatitis; Dermatology; Patch testing; Allergy; Organic chemistry; Chemistry; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006660751,0.0003715225,0.0006386692,0.0001878929,0.0002181481,0.0001535274,0.0002070202,0.0001864547,0.00222172],"category_scores_gemma":[0.00008161015,0.0003458812,0.0002929713,0.0002340033,0.0001134431,0.0005812483,0.00008409924,0.0003115596,0.0007853702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002003611,"about_ca_system_score_gemma":0.0001381488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616784,"about_ca_topic_score_gemma":0.001798313,"domain_scores_codex":[0.9979464,0.0000486352,0.0006230984,0.0003790111,0.0005046976,0.0004981685],"domain_scores_gemma":[0.9987381,0.00009563364,0.0001832607,0.0005134078,0.0001306033,0.0003390685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004701228,0.001332517,0.5950708,0.0009078836,0.003134532,0.009084745,0.01838664,0.0004143246,0.005518293,0.01574285,0.3154056,0.03495487],"study_design_scores_gemma":[0.003753004,0.0001025348,0.914899,0.0006457121,0.0001122864,0.0002552367,0.0005670398,0.0001824353,0.008332847,0.001663089,0.06904462,0.0004421813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690429,0.00152275,0.0007154105,0.01213811,0.0004660016,0.0004985947,0.0001153986,0.0003614141,0.0151394],"genre_scores_gemma":[0.9859272,0.0009271996,0.001371683,0.01070698,0.0002596579,0.00006154677,0.0003574853,0.00006043927,0.0003278248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3198282,"threshold_uncertainty_score":0.9999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0095062665386522,"score_gpt":0.2288641985493326,"score_spread":0.2193579320106804,"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."}}