{"id":"W2282027548","doi":"10.1093/occmed/kqv126","title":"Workplace screening for hand dermatitis: a pilot study: Table 1.","year":2015,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto Public Health; Public Health Ontario; Health Sciences Centre; Occupational Cancer Research Centre; University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Rash; Hand dermatitis; Occupational Dermatitis; Irritant contact dermatitis; Hygiene; Contact dermatitis; Dermatology; Occupational medicine; Health care; Disease; Hand eczema; Family medicine; Occupational exposure; Allergy; Environmental health; Internal medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001514474,0.0003458274,0.0003381967,0.0004412683,0.0006772637,0.0003474485,0.0004447734,0.000512088,0.01144896],"category_scores_gemma":[0.002725261,0.0002115874,0.0004177447,0.0005243424,0.000213678,0.0003742641,0.0003695974,0.0002884714,0.002241075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003917974,"about_ca_system_score_gemma":0.001063252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004134856,"about_ca_topic_score_gemma":0.006452766,"domain_scores_codex":[0.9992853,0.0002944887,0.00008703153,0.0001108822,0.0001171899,0.0001051022],"domain_scores_gemma":[0.9984608,0.0006276913,0.0001553481,0.000127239,0.0002867571,0.0003423083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01565995,0.06091306,0.6561115,0.002981285,0.0002227176,0.007584686,0.00962249,0.0003842748,0.02306328,0.0001762477,0.008715309,0.2145652],"study_design_scores_gemma":[0.005012105,0.1423986,0.8239936,0.0003634274,0.000257364,0.004722413,0.005347863,0.0003023489,0.003164909,0.0001187662,0.01424015,0.00007831999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899291,0.000403937,0.0004751829,0.0001870271,0.00003443039,0.004213614,0.001664323,0.00003414512,0.003058203],"genre_scores_gemma":[0.9845262,0.00119106,0.002944743,0.0007114153,0.00007063911,0.004103167,0.002147491,0.00001580687,0.004289536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01144896,"threshold_uncertainty_score":0.03830057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104789383390943,"score_gpt":0.3492787392048682,"score_spread":0.2387998008657739,"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."}}