{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008134739,0.0002987113,0.0002254148,0.0002371731,0.0003264656,0.0004665304,0.0001950358,0.0004750087,0.00151154],"category_scores_gemma":[0.001774329,0.0001518144,0.0004719563,0.0001876204,0.0002455398,0.0002660303,0.0003888488,0.0003451453,0.0002050327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598109,"about_ca_system_score_gemma":0.0002868727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003262335,"about_ca_topic_score_gemma":0.003291058,"domain_scores_codex":[0.9992846,0.0002162093,0.00005833678,0.0001071313,0.000204117,0.0001296638],"domain_scores_gemma":[0.9981778,0.0004440571,0.0008265923,0.00007026567,0.0002451196,0.0002361543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007239702,0.0003646525,0.9899032,0.00009755546,0.00009687321,0.0001692432,0.0004154282,0.00005721639,0.002962743,0.000007451923,0.00008642094,0.005115357],"study_design_scores_gemma":[0.000004351824,0.0009878458,0.9980003,0.00001558762,0.0000288407,0.000132884,0.0004109939,0.00005793,0.0002592042,0.000007269338,0.00009137679,0.00000330962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993956,0.0003228337,0.00002502058,0.00002584002,0.000003960598,0.000007715033,0.00003788754,8.460293e-7,0.0001802226],"genre_scores_gemma":[0.9996741,0.0001177612,0.00004663587,0.00003117686,0.000004547575,0.00000496436,0.00003223473,4.81318e-7,0.00008815296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003262335,"threshold_uncertainty_score":0.006486714,"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."}}