{"id":"W2429941148","doi":"10.1097/der.0000000000000155","title":"Glove Use and Glove Education in Workers with Hand Dermatitis","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Personal protective equipment; Hand dermatitis; Occupational exposure; Demographics; Hand eczema; Physical therapy; Contact dermatitis; Medical emergency; Allergy; Pathology; Coronavirus disease 2019 (COVID-19)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004862876,0.0001798246,0.0002828591,0.0001695019,0.0000615626,0.0001394083,0.0000518824,0.00007417998,0.0002314763],"category_scores_gemma":[0.00008013107,0.0001194865,0.00003528438,0.0001598314,0.000125047,0.0007078113,0.0000319375,0.00008959149,0.00006529842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000921443,"about_ca_system_score_gemma":0.0002405787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000734402,"about_ca_topic_score_gemma":0.002322488,"domain_scores_codex":[0.998998,0.00003908233,0.0002846726,0.0002181555,0.0002086143,0.000251438],"domain_scores_gemma":[0.9992895,0.000126912,0.00008848661,0.0002469882,0.00009873873,0.0001493819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001468127,0.00009809049,0.8504582,0.0001299392,0.00005097739,0.0001519273,0.0009290762,5.294636e-7,0.0005026882,0.0003996086,0.0456516,0.1016127],"study_design_scores_gemma":[0.001932362,0.0000738962,0.9367402,0.001458471,0.0000284111,0.0006578248,0.000302974,0.00002647246,0.001293809,0.0001412143,0.05715533,0.0001890067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798376,0.000661483,0.0005452963,0.01507461,0.0001181513,0.0003889497,0.00002552177,0.00004408546,0.0033043],"genre_scores_gemma":[0.9912553,0.0006692316,0.001310368,0.0047439,0.00006407715,0.00003675665,0.00001998358,0.00002401856,0.001876356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014237,"threshold_uncertainty_score":0.4872516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009516998333551598,"score_gpt":0.2359495727062955,"score_spread":0.2264325743727439,"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."}}