{"id":"W2511557434","doi":"10.1038/srep32074","title":"A micromechanical comparison of human and porcine skin before and after preservation by freezing for medical device development","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Stratum corneum; Human skin; Biomedical engineering; Materials science; Artificial skin; Medicine; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005573399,0.00025589,0.0001252283,0.0002850711,0.0001716,0.0002195251,0.0001512159,0.0003473678,0.001876023],"category_scores_gemma":[0.0006452125,0.0001484312,0.0002090634,0.0001910212,0.0002998801,0.000336268,0.0001523709,0.000296072,0.0002243179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121304,"about_ca_system_score_gemma":0.0001385412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004160695,"about_ca_topic_score_gemma":0.0007723682,"domain_scores_codex":[0.999768,0.00005131249,0.00002251451,0.00005889294,0.00006760001,0.00003177636],"domain_scores_gemma":[0.9996138,0.0001537931,0.00005823453,0.00005645964,0.00009082656,0.00002682318],"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":[0.0001221115,0.00002414952,0.0006530022,0.00004851507,0.000005528404,0.00007669492,0.00005212716,0.00007233185,0.995515,0.00003247077,0.00003149289,0.003366485],"study_design_scores_gemma":[0.0000139459,0.002659813,0.05297009,0.00003020107,0.00005468582,0.001115713,0.0003063634,0.0008866837,0.9384475,0.00007909123,0.003414328,0.00002153773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825332,0.002459585,0.012493,0.00008677185,0.00009263642,0.000102902,0.0003444349,0.00004227676,0.001845117],"genre_scores_gemma":[0.9846604,0.001397393,0.01177556,0.000119407,0.00001389287,0.00008542248,0.0004718497,0.00002224497,0.001453873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001876023,"threshold_uncertainty_score":0.006275952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06772554086695408,"score_gpt":0.427551673912077,"score_spread":0.3598261330451229,"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."}}