{"id":"W4408694017","doi":"10.1089/derm.2024.0093","title":"Functional Skin Barrier Changes after Immersion versus Showering and Impact of Petrolatum Application","year":2025,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Immersion (mathematics); Skin barrier; Dermatology","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":[0.000435544,0.0002006756,0.0004370283,0.0001550068,0.001038403,0.0006616684,0.0003758457,0.008705498,0.002178759],"category_scores_gemma":[0.002495587,0.000101468,0.000532084,0.0001516573,0.0004916174,0.0005017361,0.000184681,0.003298753,0.0006003779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165258,"about_ca_system_score_gemma":0.0004761041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002372231,"about_ca_topic_score_gemma":0.004892351,"domain_scores_codex":[0.9997539,0.00006303371,0.00002382681,0.00002782328,0.00007395945,0.00005740708],"domain_scores_gemma":[0.9995002,0.0002999557,0.00005400976,0.00002230862,0.00006606177,0.0000575497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00677921,0.00119238,0.02527151,0.0004325558,0.0001062687,0.6165236,0.001822723,0.0001877329,0.01814667,0.004724803,0.2330638,0.09174888],"study_design_scores_gemma":[0.0009764947,0.006682571,0.08268775,0.0004495126,0.0003180686,0.39544,0.004527949,0.002099105,0.0134842,0.007793536,0.4854098,0.0001310206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3750773,0.01115253,0.0007185144,0.5418087,0.0211882,0.0001205464,0.0002467964,0.0001150647,0.04957236],"genre_scores_gemma":[0.7487391,0.002965548,0.000538722,0.1997094,0.01652409,0.00005986782,0.00005992185,0.00002498643,0.03137833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008705498,"threshold_uncertainty_score":0.008454561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133704482478073,"score_gpt":0.2574207672376452,"score_spread":0.2460837224128644,"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."}}