{"id":"W2134695895","doi":"10.1093/occmed/kqs133","title":"Skin and respiratory symptoms among workers with suspected work-related disease","year":2012,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Manitoba; St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Workers Compensation Board of Manitoba","keywords":"Respiratory system; Medicine; Respiratory disease; Disease; Occupational medicine; Intensive care medicine; Occupational lung disease; Lung; Lung disease; Occupational exposure; Dermatology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006782557,0.000361547,0.00043734,0.0008112109,0.0004880537,0.0005609511,0.0003553024,0.0007458566,0.002885229],"category_scores_gemma":[0.002761496,0.0003369481,0.0003110455,0.0005649221,0.0003620138,0.0004243187,0.0005215075,0.0005261332,0.000470975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216194,"about_ca_system_score_gemma":0.0002584407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002258817,"about_ca_topic_score_gemma":0.003210506,"domain_scores_codex":[0.9994242,0.000176193,0.00006400902,0.0001030856,0.0001381226,0.00009448199],"domain_scores_gemma":[0.9987187,0.0003104015,0.0005725172,0.00003874988,0.0001104353,0.000249075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004047855,0.00002934182,0.9993081,0.000007874998,0.000006318874,0.0001318959,0.00004432774,0.000008609623,0.00008555526,0.000001345609,0.00002949748,0.0003066056],"study_design_scores_gemma":[0.000004659637,0.0001348779,0.9990176,0.00000838187,0.000007424191,0.0005163904,0.0001949781,0.0000561666,0.00001727788,0.000004907104,0.00003561868,0.000001654253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994726,0.0001887771,0.00001869966,0.00003186837,0.000003436894,0.000008217056,0.00007056688,0.000001665396,0.0002042288],"genre_scores_gemma":[0.9997398,0.00006765596,0.00002096272,0.00001736916,0.000008274157,0.000004917151,0.00007515375,4.917205e-7,0.00006545569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002885229,"threshold_uncertainty_score":0.009652019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337221532802715,"score_gpt":0.262026844740909,"score_spread":0.2486546294128818,"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."}}