{"id":"W3138079474","doi":"10.1016/j.jaad.2021.03.042","title":"Occupational contact dermatitis: Retrospective analysis of North American Contact Dermatitis Group Data, 2001 to 2016","year":2021,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Ottawa; Montreal General Hospital; Sunnybrook Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Allergic contact dermatitis; Contact dermatitis; Irritant contact dermatitis; Dermatology; Population; Hand eczema; Cohort; Patch testing; Allergy; Environmental health; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007207243,0.0004370025,0.0005318109,0.002675916,0.0007031002,0.001037718,0.0004828762,0.0005566253,0.002019372],"category_scores_gemma":[0.002047624,0.0005501424,0.0007081618,0.005298501,0.0003157718,0.001009583,0.0008343653,0.0004564773,0.0006197444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113282,"about_ca_system_score_gemma":0.001464843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04474331,"about_ca_topic_score_gemma":0.06574356,"domain_scores_codex":[0.9986986,0.0001566672,0.0002609086,0.0003570611,0.0003514342,0.0001751871],"domain_scores_gemma":[0.9972838,0.0002311882,0.001286417,0.000329121,0.0006269325,0.0002424801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001235797,0.00002397468,0.9972149,0.00005310896,0.000100831,0.0001069666,0.00007081217,0.00004085331,0.0001088206,0.0000135883,0.0006890447,0.001453573],"study_design_scores_gemma":[0.000005991347,0.00002318322,0.9984773,0.00002157954,0.00004787288,0.0002729931,0.0002230892,0.00005103356,0.00004523078,0.000008162598,0.0008203507,0.000003224325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787279,0.002180068,0.0002165593,0.00004958616,0.00002511036,0.00005181171,0.01654261,0.0000238001,0.002182637],"genre_scores_gemma":[0.9851689,0.001170144,0.0001376468,0.00006822438,0.00002398297,0.00005995026,0.0124318,0.00001146997,0.0009279276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04474331,"threshold_uncertainty_score":0.08896571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172089930142093,"score_gpt":0.3204714732389638,"score_spread":0.2987505739375429,"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."}}