{"id":"W2795794815","doi":"10.1080/19382014.2018.1445948","title":"An engineered cell sheet composed of human islets and human fibroblast, bone marrow–derived mesenchymal stem cells, or adipose–derived mesenchymal stem cells: An <i>in vitro</i> comparison study","year":2018,"lang":"en","type":"article","venue":"Islets","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Health Services","keywords":"Mesenchymal stem cell; Stem cell; Islet; Viability assay; Adipose tissue; Bone marrow; Cell; Fibroblast; Stem cell transplantation for articular cartilage repair; Cell biology; Biology; Endothelial stem cell; Andrology; In vitro; Adult stem cell; Immunology; Endocrinology; Insulin; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006176562,0.0007270237,0.001753752,0.0004895978,0.0003049259,0.00009542598,0.0003613954,0.0003113188,0.0004671946],"category_scores_gemma":[0.00001125452,0.0006464491,0.0001555711,0.000459649,0.0004000423,0.0003345204,0.0001408821,0.0004768427,0.0000436346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202631,"about_ca_system_score_gemma":0.0001230034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003794486,"about_ca_topic_score_gemma":0.0001020734,"domain_scores_codex":[0.9954102,0.0005415832,0.001340756,0.001075089,0.0007636509,0.0008686978],"domain_scores_gemma":[0.9972348,0.0002012508,0.0004489295,0.001155298,0.0002815353,0.0006781768],"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":[0.001705963,0.004127969,0.00272734,0.0003326651,0.0001586255,0.000249407,0.004718916,0.0000508272,0.984795,0.00001219941,0.0008580977,0.0002630264],"study_design_scores_gemma":[0.0113961,0.01187361,0.006255141,0.0002378281,0.0003211215,0.00003389514,0.005736349,0.004645963,0.9586084,0.000005469238,0.000232742,0.0006533237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957387,0.0002042797,0.00004687309,0.00005941344,0.0003537949,0.001703352,0.00009282132,0.0002301841,0.001570584],"genre_scores_gemma":[0.997321,0.000004851724,0.001164908,0.0001775737,0.0002561604,0.0000502128,0.0001074186,0.0001175564,0.0008003844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02618651,"threshold_uncertainty_score":0.9995987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670947370406269,"score_gpt":0.2771075818505751,"score_spread":0.2503981081465124,"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."}}