{"id":"W7133197623","doi":"10.2310/6620.2011.00011k","title":"Episkin Reconstructed Human Skin Model: A Pertinent Screening Tool to Measure Permeability Coefficient","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human skin; Measure (data warehouse); Coefficient of variation; Skin thickness; Permeability (electromagnetism)","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":[0.0003950478,0.0004712622,0.0001761334,0.0004087994,0.0001858368,0.0003063722,0.0002690248,0.000346325,0.002508793],"category_scores_gemma":[0.000304227,0.0001925448,0.0002106994,0.0002734692,0.0001974181,0.0005039032,0.0002108314,0.0005821721,0.0003851238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663453,"about_ca_system_score_gemma":0.0002953753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007552897,"about_ca_topic_score_gemma":0.0007348036,"domain_scores_codex":[0.9998618,0.00002922612,0.000008615643,0.00003490633,0.00005042881,0.00001496501],"domain_scores_gemma":[0.9997659,0.00006125461,0.00004692139,0.00004624411,0.00005445173,0.00002511651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002163627,0.0001357464,0.0008322364,0.0001035816,0.00001143749,0.0002810072,0.0000583939,0.0005106,0.9916793,0.0003681284,0.0001399821,0.005663227],"study_design_scores_gemma":[0.00001718482,0.0008992617,0.004224204,0.00001681163,0.00006613487,0.001234703,0.0001114735,0.00393218,0.9862248,0.0001304906,0.003130648,0.00001209103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9331155,0.002174836,0.05660098,0.0001464943,0.00006948902,0.000231,0.001187318,0.0003006898,0.00617361],"genre_scores_gemma":[0.9693519,0.001815834,0.02152601,0.0000713202,0.000006091077,0.0001335957,0.000500648,0.00005360636,0.006540932],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002508793,"threshold_uncertainty_score":0.008392751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574869850413126,"score_gpt":0.3837823554906302,"score_spread":0.2262953704493176,"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."}}