{"id":"W4253713170","doi":"10.1097/der.0000000000000269","title":"Occupational Contact Dermatitis in North American Print Machine Operators 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":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal Victoria Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dermatology; Contact dermatitis; Patch testing; Allergic contact dermatitis; Irritant contact dermatitis; Contact allergy; Allergen; Cross-sectional study; Patch test; Allergy; Immunology; Pathology","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":[0.0005650718,0.0002426063,0.000363342,0.001502713,0.0004563116,0.0004362847,0.0003812588,0.0003818814,0.001113454],"category_scores_gemma":[0.001144045,0.0003554354,0.0003118701,0.00199648,0.0003312164,0.0005272612,0.0004457926,0.0003374799,0.0002518806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004734552,"about_ca_system_score_gemma":0.0004431439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228209,"about_ca_topic_score_gemma":0.0138125,"domain_scores_codex":[0.999217,0.0001241673,0.0001067594,0.000216683,0.0002428758,0.00009250513],"domain_scores_gemma":[0.9981615,0.0002612252,0.001010662,0.0001024488,0.0002867483,0.0001774148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002346998,0.00002355077,0.9990782,0.00001326388,0.00001992031,0.0000883771,0.00006792352,0.000008975406,0.00008428234,0.000002311441,0.00009647814,0.000493369],"study_design_scores_gemma":[0.000002508453,0.00004211439,0.9992755,0.000008237098,0.00001227558,0.0002985647,0.0001816356,0.00003014183,0.0000251336,0.000002008501,0.0001206338,0.00000118437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984797,0.0003334924,0.00005444867,0.00001453654,0.000003697192,0.00001905935,0.0006990782,0.000004247037,0.0003917126],"genre_scores_gemma":[0.9984652,0.0003144692,0.00008000452,0.00006213123,0.00001098364,0.00002954318,0.000922864,0.000002097239,0.000112697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228209,"threshold_uncertainty_score":0.02442122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554926489567312,"score_gpt":0.3325553471479093,"score_spread":0.2870060822522362,"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."}}