{"id":"W3118620398","doi":"10.1097/der.0000000000000682","title":"Impact of Gloves and Mask Use on Epidermal Barrier Function in Health Care Workers","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transepidermal water loss; Stratum corneum; Erythema; Medicine; Dermatology; Barrier function; Dry skin; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000534397,0.00005999085,0.0001631983,0.00008682666,0.0000294138,0.00001236553,0.000006183509,0.00004078233,0.0001640085],"category_scores_gemma":[0.000076873,0.00005330637,0.00006106334,0.0001160924,0.00001366341,0.0001157307,0.000005902433,0.00007553941,0.000005149893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008689267,"about_ca_system_score_gemma":0.0001125709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006093226,"about_ca_topic_score_gemma":0.0002419283,"domain_scores_codex":[0.999462,0.00006238661,0.0001971305,0.00009260544,0.00008760613,0.00009826704],"domain_scores_gemma":[0.9996858,0.00004352569,0.00006400036,0.00008670379,0.00006074563,0.00005918353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005224483,0.00003459318,0.9830398,0.0001261625,0.00003421531,0.00001739253,0.0008243999,0.000185783,0.0001209465,0.00006622693,0.001510394,0.01398782],"study_design_scores_gemma":[0.001063818,0.0002082837,0.9957497,0.0001705013,0.00001301445,0.00004374348,0.0002769683,0.0006520171,0.0001789971,0.00001383639,0.001589371,0.00003972258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967126,0.0004697049,0.0009812051,0.0008705694,0.000121052,0.0001337144,0.0000188726,0.000013974,0.0006783457],"genre_scores_gemma":[0.9983834,0.00005745804,0.00008963238,0.001203547,0.00004329592,0.000003869276,0.00006233451,0.000006001153,0.0001504339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394809,"threshold_uncertainty_score":0.2173771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379516813154723,"score_gpt":0.2890356925188825,"score_spread":0.2752405243873353,"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."}}