{"id":"W4413611903","doi":"10.1101/2025.08.21.671493","title":"Co-delivery of human adipose-derived stromal cells and endothelial colony-forming cells in cell-assembled decellularized adipose tissue scaffolds for applications in soft tissue regeneration","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Institute of Musculoskeletal Health and Arthritis; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Decellularization; Adipose tissue; Stromal cell; Regeneration (biology); Tissue engineering; Cell biology; Mesenchymal stem cell; Soft tissue; Biomedical engineering; Chemistry; Pathology; Medicine; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001794451,0.0003487075,0.0002096427,0.000224861,0.0001076053,0.0003010856,0.0001309968,0.0002266132,0.0005571707],"category_scores_gemma":[0.00009309479,0.0001200323,0.0002327243,0.0001848998,0.0001158865,0.0001365246,0.0001857177,0.0002192551,0.0002494329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861461,"about_ca_system_score_gemma":0.0001878714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006526539,"about_ca_topic_score_gemma":0.001013301,"domain_scores_codex":[0.9998517,0.0000231867,0.00001681082,0.00003064529,0.0000518453,0.00002584377],"domain_scores_gemma":[0.9999299,0.0000147228,0.00001757453,0.000009050897,0.00001365524,0.00001510139],"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":[0.00003338521,0.00001610712,0.0001182019,0.0000296907,0.000004499053,0.0000319664,0.00001381014,0.0001203919,0.9985555,0.00005206995,0.00001743017,0.001007003],"study_design_scores_gemma":[0.000006621258,0.0001242113,0.0008848874,0.000003025734,0.00001533959,0.00006564386,0.000009650941,0.001594574,0.9958859,0.000009752846,0.001397418,0.000002933313],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880675,0.001569852,0.008886791,0.00003541266,0.00004668786,0.00005372218,0.000132524,0.00008273077,0.001124829],"genre_scores_gemma":[0.9888989,0.00059911,0.008576008,0.00002627876,0.00001264342,0.00005459415,0.0001743642,0.00001288773,0.001645376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006526539,"threshold_uncertainty_score":0.001863956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225717484771628,"score_gpt":0.2536101588818186,"score_spread":0.2413529840341023,"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."}}