{"id":"W2410610603","doi":"10.2310/6620.2009.08098","title":"Rapid Development of Allergic Contact Dermatitis from Dicyclohexylmethane-4,4′-Diisocyanate","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isocyanate; Patch testing; Contact dermatitis; Polymer chemistry; Medicine; Organic chemistry; Polyurethane; Allergy; 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":[],"category_scores_codex":[0.0001320098,0.0003524765,0.000838175,0.0002337548,0.0001419929,0.00005011187,0.000223936,0.0001601357,0.001949335],"category_scores_gemma":[0.00007355576,0.0003294744,0.0002321537,0.0002388825,0.00005450135,0.0003030188,0.00005544482,0.0002382068,0.0001754307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046973,"about_ca_system_score_gemma":0.0002119088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001829571,"about_ca_topic_score_gemma":0.0001415902,"domain_scores_codex":[0.9975433,0.00007609402,0.001030556,0.0003295942,0.0005859356,0.0004345683],"domain_scores_gemma":[0.9986238,0.0001296545,0.0003265862,0.0004920761,0.0001686329,0.0002592877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006618801,0.0008732604,0.01193879,0.0004450045,0.001171086,0.001159006,0.01292678,0.00000901163,0.02438023,0.001757813,0.1025552,0.8427176],"study_design_scores_gemma":[0.002621409,0.0001570547,0.7206941,0.000536559,0.00008330376,0.0001482412,0.0002948172,0.0002102801,0.04402962,0.000487383,0.2303702,0.0003669619],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608938,0.004104944,0.001307258,0.008301046,0.0002863348,0.0005724658,0.00009008496,0.0002121438,0.02423192],"genre_scores_gemma":[0.9799457,0.001106743,0.00916158,0.00905844,0.0001195696,0.00002448244,0.0003083413,0.00003076553,0.0002444345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8423507,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700044543630199,"score_gpt":0.2486944913960634,"score_spread":0.2316940459597615,"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."}}