{"id":"W2898237417","doi":"10.1111/dme.13846","title":"Stem cell therapies for Type 1 diabetes: current status and proposed road map to guide successful clinical trials","year":2018,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Clinical trial; Intensive care medicine; Type 2 diabetes; Stem cell; Diabetes mellitus; Transplantation; Type 1 diabetes; Risk analysis (engineering); Surgery; Internal medicine; Endocrinology","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":[0.005811013,0.0012698,0.002758723,0.003148639,0.0004812773,0.002704721,0.002159145,0.003011492,0.006203543],"category_scores_gemma":[0.007398079,0.0004587555,0.001532098,0.002912964,0.001273971,0.004365894,0.001598851,0.005322132,0.00250066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347657,"about_ca_system_score_gemma":0.004393775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009472702,"about_ca_topic_score_gemma":0.00176567,"domain_scores_codex":[0.9985404,0.0004717076,0.0002928512,0.0001401314,0.0004461297,0.0001088438],"domain_scores_gemma":[0.9939108,0.004209626,0.0004589001,0.0001162825,0.001028725,0.0002757889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001536891,0.00009581235,0.0001319602,0.04957154,0.0001433841,0.0001316202,0.00009975648,0.0003686528,0.0005409396,0.01028447,0.05117466,0.8873035],"study_design_scores_gemma":[0.00006611718,0.0001604189,0.0003333463,0.03866336,0.0002964297,0.0004092166,0.0001252338,0.000149628,0.0001866947,0.009275116,0.9503042,0.00003025896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002839141,0.9977819,0.0001127381,0.001234661,0.0004196876,0.00001121331,0.00001411969,0.000007997633,0.0003893109],"genre_scores_gemma":[0.0002594607,0.998311,0.0003287686,0.0006131557,0.00027178,0.00001524412,0.00002199489,0.000002348321,0.0001762324],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006203543,"threshold_uncertainty_score":0.03073198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2315769700081605,"score_gpt":0.4742724000676403,"score_spread":0.2426954300594798,"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."}}