{"id":"W2312826592","doi":"10.1097/der.0000000000000105","title":"Methylchloroisothiazolinone/Methylisothiazolinone and Methylisothiazolinone Allergy","year":2015,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Cosmetics; Allergy; Contact allergy; Allergic reaction; Internal medicine; Contact dermatitis; Pathology; 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"],"consensus_categories":[],"category_scores_codex":[0.0004872412,0.0004626389,0.0009104077,0.0003778406,0.000158444,0.0001505824,0.0001947591,0.0002804695,0.0002059015],"category_scores_gemma":[0.0003415098,0.0004280644,0.0001868133,0.0003948875,0.0002329721,0.000478722,0.0002073225,0.0004731735,0.0003004379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117978,"about_ca_system_score_gemma":0.0002841259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005822522,"about_ca_topic_score_gemma":0.0001008348,"domain_scores_codex":[0.9971995,0.0001321822,0.0007717179,0.000547271,0.0007218741,0.0006274619],"domain_scores_gemma":[0.9977044,0.0001658473,0.000207123,0.000650243,0.0003841803,0.0008881687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000583601,0.002113313,0.05521014,0.001839182,0.003919432,0.005143691,0.02727935,0.0001491334,0.009706815,0.1096243,0.5638393,0.2205918],"study_design_scores_gemma":[0.008643792,0.0005427449,0.141712,0.0002945042,0.0002528637,0.003910683,0.001963018,0.003494383,0.007452387,0.006345303,0.8242577,0.001130652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8790379,0.01957803,0.006173655,0.04444874,0.001201988,0.001267945,0.00008375302,0.0008870293,0.04732094],"genre_scores_gemma":[0.9623039,0.002662039,0.01745581,0.01503738,0.0004863035,0.00008288836,0.0001054988,0.0001026761,0.001763501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2604184,"threshold_uncertainty_score":0.9998171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971512649976993,"score_gpt":0.2731812973343642,"score_spread":0.2434661708345943,"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."}}