{"id":"W2616033307","doi":"10.1097/der.0000000000000288","title":"Epidemic of Isothiazolinone Allergy in North America: Prevalence Data From the North American Contact Dermatitis Group, 2013–2014","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Patch test; Allergy; Dermatology; Contact dermatitis; Allergic contact dermatitis; Contact allergy; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001889164,0.0003745335,0.001025508,0.0001116376,0.0003125317,0.0001283719,0.001762314,0.00006928208,0.0004615329],"category_scores_gemma":[0.0005195793,0.0002938123,0.0001475629,0.0002116929,0.0005603085,0.000856092,0.0006897044,0.0004572013,0.0002156648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006406531,"about_ca_system_score_gemma":0.0001252792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04879343,"about_ca_topic_score_gemma":0.2368184,"domain_scores_codex":[0.9971291,0.0002076762,0.00103211,0.0005647294,0.0005472964,0.0005190658],"domain_scores_gemma":[0.9945906,0.0005846374,0.001133499,0.003367629,0.0001305704,0.0001930609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000162675,0.000124809,0.8581421,0.0001524873,0.0001984457,0.0001689282,0.0009797278,0.00001155711,0.00004099567,0.00003457831,0.1193703,0.02075983],"study_design_scores_gemma":[0.001246825,0.0001013479,0.914501,0.000338164,0.00008026294,0.00006151326,0.0002585502,0.002715311,0.0000331858,0.00002761041,0.08035427,0.0002820284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734838,0.002488641,0.0006186917,0.01943917,0.0002775464,0.0006929613,0.001996508,0.00006631298,0.000936351],"genre_scores_gemma":[0.9666409,0.02304418,0.001156468,0.007560851,0.0002316681,0.0000558841,0.00120155,0.00004430311,0.00006413513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.188025,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842171065704014,"score_gpt":0.2779549941507422,"score_spread":0.2495332834937021,"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."}}