{"id":"W4386780480","doi":"10.3390/biom13091389","title":"Biological Materials for Tissue-Engineered Vascular Grafts: Overview of Recent Advancements","year":2023,"lang":"en","type":"review","venue":"Biomolecules","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Tissue engineering; Vascular graft; Vascular tissue; Biomedical engineering; Tissue repair; Biological tissue; Biological materials; Biochemical engineering; Medicine; Engineering; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009218902,0.0004684978,0.001796805,0.0001911492,0.00008197669,0.00004324193,0.0008846889,0.0004391964,0.0006604592],"category_scores_gemma":[0.000248544,0.0003425663,0.0003321377,0.0008199654,0.0003042579,0.00003832154,0.0002453597,0.00007377075,0.0005416923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618504,"about_ca_system_score_gemma":0.0001868313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001089303,"about_ca_topic_score_gemma":0.000001453589,"domain_scores_codex":[0.9968513,0.0001888763,0.001201411,0.0007354071,0.000482721,0.0005402524],"domain_scores_gemma":[0.9980888,0.0002914482,0.0005884973,0.0007050394,0.0001988978,0.0001273689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000118494,0.0002115797,3.025987e-8,0.02670016,0.0002252735,0.000005231306,0.000009229266,7.585812e-8,0.4482805,0.008410215,0.004180152,0.5119657],"study_design_scores_gemma":[0.0001672607,0.0001426669,3.135796e-7,0.002967242,0.0002753379,0.000003966873,0.000001872314,1.636567e-7,0.09101589,0.0009919915,0.9041064,0.0003268406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001366846,0.9866257,0.008072285,0.00006533915,0.0006188464,0.002441364,0.001962078,0.0001707706,0.00002998579],"genre_scores_gemma":[9.152081e-7,0.9786338,0.01806029,0.00003425926,0.0001541743,0.001920309,0.00101885,0.00008436172,0.00009309231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8999263,"threshold_uncertainty_score":0.9999026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479930737059141,"score_gpt":0.4107376330248028,"score_spread":0.2627445593188886,"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."}}