{"id":"W3174526347","doi":"10.3791/62697","title":"Three-Dimensional Collagen Matrix Scaffold Implantation as a Liver Regeneration Strategy","year":2021,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Cirrhosis; Liver regeneration; Extracellular matrix; Liver function; Hepatectomy; Adipose tissue; Fibrosis; Hepatocellular carcinoma; Liver transplantation; Pathology; Regeneration (biology); Liver disease; Transplantation; Surgery; Internal medicine; 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":[0.0001704365,0.0004675867,0.0001354306,0.0003514673,0.0001179593,0.0002493212,0.0001741786,0.0003349294,0.0004857275],"category_scores_gemma":[0.00005990494,0.0001270031,0.0002754327,0.0001390809,0.0001499084,0.0001961361,0.0001371102,0.0002571383,0.0001657797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361863,"about_ca_system_score_gemma":0.0001477085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004860381,"about_ca_topic_score_gemma":0.0009131029,"domain_scores_codex":[0.9998988,0.0000169095,0.000007251023,0.00001850025,0.00003786893,0.00002056592],"domain_scores_gemma":[0.9999367,0.00001014326,0.00002124702,0.000005700349,0.000008576805,0.00001768308],"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":[0.00009685181,0.00006843931,0.0001232124,0.00006150261,0.000006765367,0.0001282416,0.00002098418,0.000272489,0.9953249,0.00009605,0.00004680224,0.003753757],"study_design_scores_gemma":[0.00004291127,0.00298564,0.003632362,0.00002167259,0.00005859495,0.001142366,0.000059796,0.005588696,0.9802184,0.0001037211,0.006120991,0.00002488754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767808,0.003488942,0.01673405,0.0001387639,0.0001288736,0.0001075525,0.0001550439,0.0001800403,0.002285864],"genre_scores_gemma":[0.9861098,0.001629462,0.01041767,0.00006804724,0.00002536718,0.00006609916,0.0001543829,0.00001227964,0.001516899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004860381,"threshold_uncertainty_score":0.001624882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679173627861922,"score_gpt":0.4163807330394022,"score_spread":0.3795889967607829,"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."}}