{"id":"W4232170350","doi":"10.2310/6620.2003.11734","title":"Disperse Dyes in Fabric of Patient Patch-Test-positive to Disperse Dyes","year":2003,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Disperse dye; Patch test; Test (biology); Patch testing; Dermatology; Composite material; Dyeing; Materials science; Contact dermatitis; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.00005248879,0.0001635916,0.0002173444,0.0001617412,0.0000299647,0.00002254451,0.00009476683,0.0000582889,0.00006329449],"category_scores_gemma":[0.0001208164,0.0001719995,0.00006086041,0.000266209,0.00003982008,0.0001196111,0.00002138333,0.0001059164,0.00008975258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000889187,"about_ca_system_score_gemma":0.00001284683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002368709,"about_ca_topic_score_gemma":0.000203404,"domain_scores_codex":[0.999099,0.00003606227,0.000276393,0.0001526681,0.000157368,0.0002784645],"domain_scores_gemma":[0.9995298,0.0000925485,0.0000309574,0.0002112597,0.00003191808,0.000103488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002608406,0.00152024,0.1936205,0.002125618,0.0004766915,0.0009506044,0.1910572,0.2723599,0.01269129,0.01916342,0.1281131,0.1778953],"study_design_scores_gemma":[0.005535487,0.001299235,0.4856836,0.004108707,0.0002350405,0.0002843315,0.01865198,0.08961247,0.2343383,0.003314743,0.1517985,0.005137532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877531,0.0001602688,0.001894607,0.0001223418,0.0002848721,0.0002240056,0.00008283524,0.000134518,0.009343445],"genre_scores_gemma":[0.9980373,0.00005600142,0.001501064,0.0002579313,0.00001173312,0.00003393866,0.00001411338,0.00003200688,0.00005589677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2920631,"threshold_uncertainty_score":0.7013937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004349137228751796,"score_gpt":0.1904346272091671,"score_spread":0.1860854899804153,"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."}}