{"id":"W4414154543","doi":"10.1155/sci/9953810","title":"Fabrication of 3D Collagen‐Based Decellularized Biological Scaffolds Using Human Wharton’s Jelly‐Derived Mesenchymal Stem Cells With Differentiation Potential Toward Chondrocytes","year":2025,"lang":"en","type":"article","venue":"Stem Cells International","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Shiraz University; Shiraz University of Medical Sciences","keywords":"Decellularization; Mesenchymal stem cell; Extracellular matrix; Scaffold; Chondrogenesis; Tissue engineering; Chondrocyte; Stem cell; Cartilage","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":[0.0002747864,0.0004550932,0.0001506971,0.0003724807,0.0001361955,0.0003540758,0.0001997006,0.0004399813,0.0005513826],"category_scores_gemma":[0.0001680554,0.0002053267,0.000434477,0.0001852657,0.0001936218,0.0001847317,0.000189322,0.0002115781,0.0003218732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154162,"about_ca_system_score_gemma":0.0002303744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004894622,"about_ca_topic_score_gemma":0.001024452,"domain_scores_codex":[0.9998857,0.000009392405,0.0000169028,0.00002432476,0.00004092852,0.00002280689],"domain_scores_gemma":[0.9998305,0.00002712449,0.00006557635,0.00001692348,0.00002738639,0.00003242716],"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":[0.000022424,0.0000154714,0.0002314004,0.0000374506,0.000004935464,0.00008419357,0.00002748557,0.0002098364,0.9980173,0.00003791775,0.00002113595,0.001290505],"study_design_scores_gemma":[0.00001554758,0.0002095676,0.003465288,0.00001168169,0.00002310657,0.0002068708,0.00003040936,0.002867672,0.9909286,0.0000280984,0.002200207,0.00001282749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791104,0.001226378,0.01739039,0.00006287238,0.00007806906,0.00009306799,0.0003238404,0.0002001043,0.001514787],"genre_scores_gemma":[0.9671251,0.0009364935,0.02978082,0.00008647799,0.00002036606,0.0001366878,0.0005554565,0.00004108098,0.00131738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005513826,"threshold_uncertainty_score":0.001844525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729901908910333,"score_gpt":0.2713279944729093,"score_spread":0.244028975383806,"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."}}