{"id":"W2119859206","doi":"10.1111/cod.12028","title":"Impact of glove occlusion on cumulative skin irritation with or without hand cleanser–comparison in an experimental repeated irritation model","year":2013,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Independent Electricity System Operator; Friedrich-Schiller-Universität Jena","keywords":"Cleanser; Transepidermal water loss; Irritation; Irritant contact dermatitis; Skin irritation; Dermatology; Contact dermatitis; Occlusive dressing; Medicine; Occlusion; Skin barrier; Allergy; Surgery; Stratum corneum; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00008361536,0.0003016608,0.000653566,0.0002911876,0.00009258005,0.00009686258,0.0000916721,0.0001188372,0.0003778806],"category_scores_gemma":[0.00004927932,0.000216113,0.0001063132,0.0002363266,0.0000605409,0.0009944779,0.00002578585,0.0001958339,0.00002985716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172866,"about_ca_system_score_gemma":0.0001664685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969187,"about_ca_topic_score_gemma":0.001773497,"domain_scores_codex":[0.9982152,0.0001124617,0.0006603317,0.0003161893,0.0004153127,0.0002805118],"domain_scores_gemma":[0.9987943,0.0001001283,0.0003185678,0.0003298045,0.0002911082,0.0001660528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004618985,0.003297241,0.6820624,0.0003438441,0.0003812035,0.0002323088,0.09304238,0.01071392,0.1871574,0.0003071364,0.003543361,0.01429978],"study_design_scores_gemma":[0.005026044,0.003461283,0.6877996,0.0006733019,0.00003249648,0.0000512469,0.002725112,0.2785021,0.02141283,0.00006012012,0.000007736237,0.0002481581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967311,0.00007854326,0.0005078713,0.0001636217,0.00003853794,0.001247111,0.00002667631,0.00005309691,0.001153448],"genre_scores_gemma":[0.9980375,0.00001565606,0.001150526,0.0002752864,0.00002646373,0.00007142468,0.000223457,0.00004113447,0.0001585774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2677882,"threshold_uncertainty_score":0.8812832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936480834702107,"score_gpt":0.3396431640547857,"score_spread":0.3102783557077646,"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."}}