{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002982857,0.001274466,0.00465338,0.007893534,0.0004337961,0.002048905,0.001261554,0.001497267,0.004313723],"category_scores_gemma":[0.01130072,0.000613215,0.004544108,0.009194324,0.0005600661,0.001973187,0.00112173,0.0008698601,0.0003731418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656064,"about_ca_system_score_gemma":0.006479598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005974321,"about_ca_topic_score_gemma":0.01360532,"domain_scores_codex":[0.99778,0.0005770856,0.000719456,0.0002481025,0.0005731585,0.0001020989],"domain_scores_gemma":[0.9917262,0.005823316,0.001395704,0.0001142384,0.0008365833,0.0001039694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001061929,0.00002426602,0.0009638452,0.9145448,0.00353433,0.0001176252,0.0001212705,0.0001012394,0.0001433257,0.0002523463,0.002871196,0.07721959],"study_design_scores_gemma":[0.0001120072,0.0002467546,0.01008492,0.875612,0.04270307,0.001174208,0.0003780418,0.0001393939,0.0003083044,0.0006453734,0.06853759,0.00005845818],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003047318,0.9992111,0.00004881766,0.0001014497,0.00003908464,0.00003522514,0.0001322128,0.000002996908,0.0001243818],"genre_scores_gemma":[0.003528063,0.995923,0.0001479964,0.0001507867,0.00003313785,0.00006165183,0.00008875661,0.000001609729,0.0000649418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007893534,"threshold_uncertainty_score":0.01577502,"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."}}