{"id":"W2216242804","doi":"10.1088/1748-6041/10/4/045010","title":"Effect of decellularized adipose tissue particle size and cell density on adipose-derived stem cell proliferation and adipogenic differentiation in composite methacrylated chondroitin sulphate hydrogels","year":2015,"lang":"en","type":"article","venue":"Biomedical Materials","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University; Western University","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Research and Innovation Foundation","keywords":"Decellularization; Adipogenesis; Materials science; Perilipin; Adipose tissue; Biomedical engineering; Self-healing hydrogels; Extracellular matrix; Tissue engineering; Chemistry; Biochemistry; Lipolysis; Polymer chemistry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00216942,0.0003111388,0.0007525698,0.0001305891,0.00008817834,0.00009680321,0.0002157648,0.0002984548,0.0001060399],"category_scores_gemma":[0.0001628748,0.0002517782,0.00003383441,0.0003777934,0.000393741,0.0001578275,0.0001513332,0.0001102263,0.00007231675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147825,"about_ca_system_score_gemma":0.00006906083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006876406,"about_ca_topic_score_gemma":0.000006658642,"domain_scores_codex":[0.9964363,0.001061746,0.0008714071,0.0006041826,0.0005734878,0.0004528834],"domain_scores_gemma":[0.9979827,0.0007559037,0.000371868,0.0003346929,0.0001053531,0.0004494778],"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":[0.0007667794,0.0002404195,0.0003457803,0.0002729648,0.00001790835,0.00001106808,0.0003495211,5.264317e-7,0.9970241,0.00005405308,0.00003677155,0.0008801692],"study_design_scores_gemma":[0.003755573,0.001244209,0.001220036,0.00009433401,0.0001226305,0.00001455851,0.00001196007,0.0001666634,0.9926894,0.0003956376,0.00004926975,0.0002356776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970019,0.0006828464,0.0004446153,0.0002303003,0.0002997839,0.001155731,0.00007981584,0.00009673214,0.000008213202],"genre_scores_gemma":[0.9976807,0.00006915195,0.001789419,0.00007589201,0.00006909151,0.0001352244,0.00008820637,0.0000322601,0.00006006183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004334587,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00901123624318726,"score_gpt":0.2435604119400691,"score_spread":0.2345491756968818,"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."}}