{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005288223,0.0001747742,0.0002713294,0.0002971177,0.00004797648,0.00001835761,0.000035293,0.0002824753,0.0006563506],"category_scores_gemma":[0.00002297185,0.000156853,0.0001290098,0.0001296104,0.00004032156,0.00005299084,0.00004283544,0.0005333422,0.00001572296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133554,"about_ca_system_score_gemma":0.00005794755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120322,"about_ca_topic_score_gemma":0.000006509893,"domain_scores_codex":[0.9991941,0.00002506396,0.0001711963,0.0002253186,0.0002258538,0.0001584468],"domain_scores_gemma":[0.9995156,0.00006390336,0.0001032448,0.0001996153,0.00007353541,0.00004409765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064506,0.00001093709,0.002592553,0.0007188875,0.0002284207,0.00005793229,0.0001131849,0.000002042443,0.0005907994,0.000002679475,0.9812415,0.01433461],"study_design_scores_gemma":[0.002595571,0.0002200044,0.2075606,0.0009222372,0.0003419487,0.0002203187,0.00007111718,0.0007572005,0.002128128,0.00002547203,0.784813,0.0003444173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06813618,0.002531631,0.009747461,0.9061329,0.002626761,0.001721874,0.0003420123,0.0001938821,0.008567262],"genre_scores_gemma":[0.7289315,0.0002651843,0.0002839209,0.2629482,0.002452129,0.0003045206,0.0008198352,0.00005231598,0.003942334],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6607953,"threshold_uncertainty_score":0.7186579,"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."}}