{"id":"W2599469218","doi":"10.1097/der.0000000000000277","title":"Occupational Contact Dermatitis in North American Production Workers Referred for Patch Testing: Retrospective Analysis of Cross-Sectional Data From the North American Contact Dermatitis Group 1998 to 2014","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa; Royal Victoria Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Irritant contact dermatitis; Allergic contact dermatitis; Epidemiology; Cross-sectional study; Allergy; Internal medicine; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006818837,0.0002283956,0.0004159281,0.001351882,0.0004205766,0.0003956938,0.0003907735,0.0003427163,0.0009852692],"category_scores_gemma":[0.001227563,0.0004008053,0.0003031589,0.001888579,0.0003305596,0.000484506,0.0004558688,0.0003347448,0.0002198984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004337419,"about_ca_system_score_gemma":0.0004732808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424624,"about_ca_topic_score_gemma":0.01582117,"domain_scores_codex":[0.9992269,0.0001397291,0.0001009148,0.0002022216,0.0002419611,0.00008832925],"domain_scores_gemma":[0.9983307,0.0002494495,0.0008794659,0.0001206766,0.0002655672,0.0001542559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002240537,0.00001911013,0.9991702,0.00001082183,0.00002178228,0.00006449797,0.00005225063,0.000008883798,0.00007530559,0.000002118737,0.00007839943,0.0004742284],"study_design_scores_gemma":[0.000002028072,0.00002986635,0.999537,0.000005618141,0.000009853517,0.0001816405,0.000105418,0.00002768642,0.00001674838,0.000001616453,0.00008177525,8.361507e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986823,0.000314983,0.00005420862,0.00001192226,0.000003034705,0.00001553894,0.0006066583,0.000003711956,0.0003075838],"genre_scores_gemma":[0.9985464,0.0002847432,0.00007199814,0.00003934592,0.000008206483,0.00002567038,0.0009323314,0.000001779271,0.00008961296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424624,"threshold_uncertainty_score":0.02832669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05307591721830284,"score_gpt":0.332167072609463,"score_spread":0.2790911553911601,"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."}}