{"id":"W4214600812","doi":"10.1002/ski2.104","title":"Transepidermal Water Loss (TEWL): Environment and Pollution—A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Skin Health and Disease","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Transepidermal water loss; Stratum corneum; Environmental science; Pollution; Atopic dermatitis; Environmental pollution; Skin barrier; Medicine; Dermatology; Environmental protection; Ecology; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001141375,0.0005921721,0.002194866,0.0001250073,0.0006602647,0.00001523476,0.0002475307,0.0001845064,0.002876708],"category_scores_gemma":[0.00008464455,0.0004361864,0.0003398206,0.00008790194,0.0002675314,0.0000968681,0.0001466368,0.0009626349,0.000114738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437649,"about_ca_system_score_gemma":0.000455538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007008815,"about_ca_topic_score_gemma":5.579636e-7,"domain_scores_codex":[0.9943214,0.002607974,0.001302002,0.000697649,0.0002990155,0.0007719655],"domain_scores_gemma":[0.9969502,0.0002842853,0.0003366634,0.0003889891,0.000009171922,0.002030663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005108188,0.0001975023,0.000003676701,0.8734807,0.0001917683,0.0001466186,0.0001407116,0.000005446825,1.609843e-8,0.00008704601,0.001163108,0.1245323],"study_design_scores_gemma":[0.0004743984,0.00008392439,7.68515e-7,0.05554891,0.00353349,0.0001002091,0.00002005151,0.00001488657,9.256748e-8,0.00007637865,0.9397428,0.00040406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003368224,0.9914209,0.00006908335,0.00174371,0.0004075991,0.005052844,0.001191756,0.00004780481,0.0000629717],"genre_scores_gemma":[0.00004366554,0.9758372,0.00002311678,0.02105152,0.0001023528,0.001680439,0.000825477,0.00005831317,0.0003779059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9385797,"threshold_uncertainty_score":0.999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302373070208739,"score_gpt":0.4546622473024042,"score_spread":0.3244249402815303,"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."}}