{"id":"W4415622052","doi":"10.1007/s00403-025-04437-y","title":"Sebaceous gland role in percutaneous absorption: human and animal","year":2025,"lang":"en","type":"article","venue":"Archives of Dermatological Research","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Stratum corneum; Transdermal; Sebaceous gland; Microdialysis; Percutaneous; Human skin","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":[],"consensus_categories":[],"category_scores_codex":[0.0001340618,0.00008270766,0.0002703866,0.000231676,0.0001187896,0.00001278471,0.00007113401,0.00007374044,0.00003633703],"category_scores_gemma":[0.0001184253,0.00005382657,0.0000444745,0.0001716386,0.0003656231,0.00002076959,0.0001358745,0.0002858948,0.000005869249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001091869,"about_ca_system_score_gemma":0.00004319454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005850009,"about_ca_topic_score_gemma":0.00001882004,"domain_scores_codex":[0.9990198,0.0001392591,0.0001707089,0.0002103961,0.0001763041,0.0002835499],"domain_scores_gemma":[0.9992359,0.0004957821,0.00001494082,0.0001385881,0.00002361173,0.00009117794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001579383,0.0009644215,0.8264129,0.0005039364,0.000104786,0.003220992,0.0009853326,0.000002192392,0.1293083,0.01240706,0.0005262884,0.02398447],"study_design_scores_gemma":[0.002267424,0.001289145,0.9725882,0.0003812053,0.00002665342,0.00137193,0.0006209404,0.0008264072,0.005334032,0.01299029,0.002196406,0.0001073905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530204,0.001417743,0.000006386064,0.001604904,0.000006083359,0.0002688665,0.000002704344,0.00001320658,0.04365972],"genre_scores_gemma":[0.9982983,0.0003967428,0.0002873545,0.0000680607,0.00001124038,0.00001202506,0.00001067941,0.000003987651,0.0009116057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1461753,"threshold_uncertainty_score":0.2194984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322238998354688,"score_gpt":0.3790265072270184,"score_spread":0.3468026073915496,"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."}}