{"id":"W3127309960","doi":"10.1007/s40200-020-00716-9","title":"Assessment of immune-alternations and their correlations with therapeutic outcomes of transplantation of autologous Mesenchymal and Allogenic fetal stem cells in patients with type 1 diabetes: a study protocol","year":2021,"lang":"en","type":"article","venue":"Journal of Diabetes & Metabolic Disorders","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immune system; Stem cell; Mesenchymal stem cell; Transplantation; Medicine; Cell therapy; CD8; Immunology; Oncology; Bioinformatics; Internal medicine; Biology; Pathology; Cell biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002348994,0.0001603255,0.0005084537,0.0001225538,0.00002830229,0.00001123428,0.00009918256,0.00005926022,0.000003787622],"category_scores_gemma":[0.00001486236,0.0001091451,0.00008312149,0.0002243203,0.0001075078,0.00002368025,0.00002633391,0.00009963778,2.207724e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005489181,"about_ca_system_score_gemma":0.0001477726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007613753,"about_ca_topic_score_gemma":0.00007369727,"domain_scores_codex":[0.9987851,0.0001553815,0.0005428398,0.000151905,0.0002036444,0.0001611493],"domain_scores_gemma":[0.9988321,0.000061579,0.0006432807,0.0001326608,0.000292046,0.00003835546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005742121,0.001165554,0.9696258,0.00006954066,0.0009790711,2.286553e-7,0.0003761278,0.0004926804,0.0229216,0.00001667571,5.607063e-7,0.004294718],"study_design_scores_gemma":[0.004909445,0.001938264,0.9800437,0.00005767308,0.000273204,2.372934e-7,0.001148721,0.00009562521,0.01136136,0.00003284661,0.00002391369,0.0001150335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958855,0.0007751861,0.00005232429,0.00002179865,0.00003483318,0.003160594,0.00003740895,0.000001502045,0.00003086248],"genre_scores_gemma":[0.9993529,0.0001372927,0.0002103567,0.00001358579,0.000003633022,0.0002447897,0.0000147004,0.00001512975,0.000007555425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01156024,"threshold_uncertainty_score":0.4450806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004590886161942815,"score_gpt":0.2433585490730874,"score_spread":0.2387676629111446,"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."}}