{"id":"W4289343274","doi":"10.3791/64068","title":"Procurement and Perfusion-Decellularization of Porcine Vascularized Flaps in a Customized Perfusion Bioreactor","year":2022,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Decellularization; Tissue engineering; Biomedical engineering; Extracellular matrix; Perfusion; Medicine; Surgery; Chemistry; Radiology","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":[0.0004289909,0.0006445082,0.0002390378,0.0003534851,0.0002025193,0.0002349702,0.0003851903,0.0003415336,0.001215496],"category_scores_gemma":[0.0001527915,0.0002290112,0.0004208142,0.0002013312,0.0001860149,0.0002305049,0.0002245031,0.0004209579,0.0005710803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894403,"about_ca_system_score_gemma":0.0003450296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003353319,"about_ca_topic_score_gemma":0.0005914425,"domain_scores_codex":[0.9998257,0.00002034169,0.00002367343,0.00004597129,0.00004982979,0.00003448089],"domain_scores_gemma":[0.999873,0.00002581484,0.00003492377,0.00002717162,0.00001836137,0.00002063215],"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":[0.00003724719,0.00002350374,0.00007688096,0.00002847296,0.00000184307,0.0001003154,0.00001094337,0.0001428773,0.9980984,0.00006667868,0.00003649692,0.001376366],"study_design_scores_gemma":[0.00002085485,0.0005143679,0.002544049,0.00001369498,0.00001534811,0.0007637893,0.00001159258,0.001574076,0.991058,0.00003878618,0.003436746,0.00000874313],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439363,0.001628764,0.1451214,0.0001223456,0.0001574883,0.001399574,0.000919477,0.0008842895,0.005830353],"genre_scores_gemma":[0.805719,0.002227451,0.1785818,0.0002023094,0.00006380572,0.002142307,0.002996256,0.0001714147,0.007895662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001215496,"threshold_uncertainty_score":0.004066229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208686719481984,"score_gpt":0.3651604731349367,"score_spread":0.3442918011867383,"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."}}