{"id":"W3194670052","doi":"10.1016/b978-0-12-819376-1.00013-5","title":"Biomaterial control of adipose-derived stem/stromal cell differentiation","year":2021,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Mesenchymal stem cell; Stromal cell; Stem cell; Adipose tissue; Cell biology; Regeneration (biology); Tissue engineering; Biomaterial; Cell; Biology; Biomedical engineering; Materials science; Nanotechnology; Medicine; Cancer research","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":[0.0001193886,0.0003225533,0.0001468051,0.0002979766,0.0001420303,0.0006603685,0.0002616397,0.0002377486,0.004017652],"category_scores_gemma":[0.00007501843,0.0001268859,0.000184985,0.0003017483,0.0002686839,0.0002637873,0.000163676,0.0003536019,0.001042361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603079,"about_ca_system_score_gemma":0.0001274077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004101551,"about_ca_topic_score_gemma":0.0007159407,"domain_scores_codex":[0.9999205,0.000006628381,0.000004615861,0.00001129814,0.00004826471,0.000008703624],"domain_scores_gemma":[0.999966,0.00001846658,0.000003996226,0.000003500901,0.00000515644,0.0000028743],"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":[0.00004433451,0.00002018543,0.00002947648,0.0001380138,0.00000267939,0.00008626667,0.00003443962,0.0006452102,0.9651208,0.006238419,0.000676235,0.02696408],"study_design_scores_gemma":[0.000004873232,0.00005464274,0.000440527,0.00003018212,0.000005534053,0.0001613919,0.00003458232,0.001307574,0.9204522,0.001801385,0.07569871,0.000008425894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2948185,0.1227609,0.1179492,0.0009757989,0.002910544,0.0001537827,0.001065006,0.001238598,0.4581277],"genre_scores_gemma":[0.5903388,0.03750293,0.03329246,0.0004600683,0.0002738088,0.00009964412,0.0006149381,0.0004848915,0.3369325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004017652,"threshold_uncertainty_score":0.01344037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181242439911515,"score_gpt":0.2167759406057082,"score_spread":0.204963516206593,"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."}}