{"id":"W181915906","doi":"10.1533/9780857097163.3.589","title":"Collagen-based tubular constructs for tissue engineering applications","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Tissue engineering; Regeneration (biology); Biomedical engineering; Computer science; Medicine; Biology; Cell 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001512803,0.0006945619,0.0001760413,0.0005244221,0.0001539872,0.0005686713,0.0002806679,0.0004382747,0.006098383],"category_scores_gemma":[0.00007799848,0.0003088282,0.0002269579,0.0006155323,0.0001967865,0.0007908839,0.0002838498,0.0006604364,0.003077205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304736,"about_ca_system_score_gemma":0.0001448125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003798309,"about_ca_topic_score_gemma":0.001214825,"domain_scores_codex":[0.9999267,0.000003246241,0.000004413089,0.00001435191,0.00004540002,0.000005840231],"domain_scores_gemma":[0.9999654,0.00001362913,0.000005883335,0.000003513019,0.000007148129,0.000004404473],"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":[0.0000181399,0.0000350187,0.00004067777,0.0005057969,0.000007301056,0.0001660745,0.00006103545,0.001081757,0.8673648,0.005332909,0.004431472,0.1209551],"study_design_scores_gemma":[0.00001110704,0.00009586395,0.0009245512,0.0002446858,0.00002308881,0.001313569,0.00006117071,0.003336837,0.5584598,0.003705189,0.431791,0.0000331639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09934233,0.2036308,0.2886548,0.001400102,0.003795583,0.0002076837,0.002284871,0.002214797,0.3984689],"genre_scores_gemma":[0.1825956,0.1665918,0.1234588,0.0008104613,0.0006919908,0.000182671,0.002451268,0.0007503363,0.5224672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006098383,"threshold_uncertainty_score":0.02040112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007148624813840715,"score_gpt":0.228730741870526,"score_spread":0.2215821170566853,"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."}}