{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000635141,0.0001262944,0.0001928896,0.0004126478,0.0004681154,0.0004648523,0.0001821586,0.0004999774,0.00316908],"category_scores_gemma":[0.003425037,0.0001265532,0.0002514115,0.0003720332,0.0002471629,0.0004466978,0.0003915919,0.0004386276,0.0002545209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078889,"about_ca_system_score_gemma":0.000404832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051361,"about_ca_topic_score_gemma":0.003996512,"domain_scores_codex":[0.999441,0.00011198,0.00007846773,0.00004645323,0.0001769436,0.0001451594],"domain_scores_gemma":[0.9977955,0.0006981951,0.001019094,0.00004017847,0.0002230293,0.000224012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006366744,0.000182934,0.9914539,0.00005895046,0.000009948705,0.0002063872,0.0008504468,0.00003114081,0.0001984819,0.000009658925,0.00008695014,0.00684745],"study_design_scores_gemma":[0.000003606852,0.0003141537,0.9960309,0.00008129032,0.00001086606,0.0009685542,0.002001413,0.00006157953,0.00008173232,0.00002100716,0.000421602,0.000003288514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985282,0.000739753,0.00002560717,0.0001037676,0.000003857134,0.000005492428,0.00003025734,0.00000127018,0.0005618794],"genre_scores_gemma":[0.9994494,0.0003061904,0.00004598017,0.00003429368,0.000004427057,0.000002963417,0.00002421046,5.401181e-7,0.0001320255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00316908,"threshold_uncertainty_score":0.01060164,"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."}}