{"id":"W2638556075","doi":"10.21474/ijar01/4323","title":"DIFFERENTIATION OF HUMAN UMBILICAL CORD MESENCHYMAL STEM CELLS INTO INSULIN PRODUCING BETA CELLS FOR DIABETIC THERAPY.","year":2017,"lang":"en","type":"article","venue":"International Journal of Advanced Research","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Osmania University; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Mesenchymal stem cell; Umbilical cord; Wharton's jelly; Stem cell; Cord lining; Insulin; In vitro; Chemistry; Biology; Cell biology; Medicine; Immunology; Internal medicine; Adult stem cell; Biochemistry; Endothelial stem cell","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231312,0.0001115937,0.0003678292,0.000367431,0.0002083882,0.00008208965,0.0004957013,0.00007119736,0.00009580616],"category_scores_gemma":[0.0005636062,0.00008614974,0.0001840231,0.0000690388,0.0002179569,0.0002596229,0.00009593827,0.0003787864,0.000006191798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547207,"about_ca_system_score_gemma":0.000180791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002250927,"about_ca_topic_score_gemma":0.000003269162,"domain_scores_codex":[0.9976759,0.0001026587,0.00060404,0.000206172,0.00118061,0.000230636],"domain_scores_gemma":[0.9958395,0.0004650773,0.0005438132,0.000336164,0.002664103,0.0001513456],"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":[0.00216583,0.0004271475,0.007688302,0.00008407153,0.0002360711,0.00001178355,0.0003372889,0.00005978534,0.9264942,0.0001870029,0.0003815159,0.06192705],"study_design_scores_gemma":[0.004596219,0.001987555,0.03570626,0.0003833171,0.00002607078,0.00001000046,0.0002256236,0.0003105714,0.9542502,0.001222036,0.001201613,0.00008049126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960009,0.0003489598,0.0004679793,0.001500021,0.0009002682,0.0004206584,0.00001064464,0.000006429141,0.0003440665],"genre_scores_gemma":[0.9962103,0.0002869497,0.001905783,0.00003819196,0.0006031572,0.00001717205,0.000006982131,0.00001902678,0.0009123891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06184656,"threshold_uncertainty_score":0.3513084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08501448116300413,"score_gpt":0.4231806790493228,"score_spread":0.3381661978863186,"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."}}