{"id":"W3091285965","doi":"10.1088/1748-605x/abbdbe","title":"Biofabrication and preclinical evaluation of a large-sized human self-assembled skin substitute","year":2020,"lang":"en","type":"article","venue":"Biomedical Materials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Université Laval; Hôtel-Dieu de Québec; Centre hospitalier de l'Université Laval","funders":"","keywords":"Human skin; Biofabrication; Biomedical engineering; Skin grafting; Artificial skin; Skin equivalent; Materials science; Skin transplantation; Dermatology; Surgery; Medicine; Tissue engineering; In vitro; Biology; Keratinocyte","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":[0.001289821,0.0001028769,0.0004259567,0.00005183608,0.00004798876,0.00001228968,0.00004368951,0.0001445003,0.0002934871],"category_scores_gemma":[0.0005948695,0.00007730271,0.00003858556,0.0001359815,0.00004528476,0.00003470058,0.00003217264,0.00004552966,0.0000335972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005002134,"about_ca_system_score_gemma":0.0001636812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002451666,"about_ca_topic_score_gemma":9.988561e-7,"domain_scores_codex":[0.9983956,0.0002035978,0.000517297,0.0002482063,0.0004899458,0.0001454056],"domain_scores_gemma":[0.9992157,0.00007629705,0.000157958,0.0001463895,0.0001699443,0.000233724],"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":[0.0003374014,0.0006975009,0.001163507,0.0005751773,0.0002822939,0.000009689926,0.0007125176,5.582758e-8,0.992874,0.0003736083,0.0005046954,0.00246961],"study_design_scores_gemma":[0.03299149,0.002579085,0.1641541,0.0007792342,0.003104939,0.00004803066,0.0001796523,0.0009955533,0.7867795,0.001729886,0.006304071,0.0003544879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955288,0.0003568328,0.00003359295,0.003200832,0.0001736805,0.0005468221,0.00002275943,0.0000739833,0.00006276493],"genre_scores_gemma":[0.9978805,0.0001043588,0.001213386,0.000293629,0.0003008031,0.00004532186,0.0001446384,0.00001100639,0.00000640442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2060945,"threshold_uncertainty_score":0.3213478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0863703967887847,"score_gpt":0.408516811466842,"score_spread":0.3221464146780573,"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."}}