{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007972813,0.000898963,0.007823494,0.0005151248,0.0001185757,0.00004668469,0.0002741263,0.0005170786,0.0006663672],"category_scores_gemma":[0.005719321,0.0005292923,0.0006774582,0.000529886,0.0005119297,0.00004969777,0.0001159161,0.0005381842,0.0003016417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593822,"about_ca_system_score_gemma":0.000965082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001168758,"about_ca_topic_score_gemma":0.000001227531,"domain_scores_codex":[0.9923995,0.001279461,0.003547827,0.001154223,0.0006525439,0.0009664208],"domain_scores_gemma":[0.9906071,0.005314689,0.001157174,0.001025627,0.0006169305,0.001278463],"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":[0.0000985027,0.0001908084,0.0009520247,0.0310702,0.0005801435,0.000002361815,0.000209471,1.056222e-8,0.00001070793,0.00001802892,0.08303248,0.8838353],"study_design_scores_gemma":[0.004129979,0.003963614,0.0001559114,0.03119427,0.006628193,0.000001587092,0.0001418249,0.0000153788,0.00003239551,0.00004582675,0.9532123,0.0004786848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002907249,0.9831613,0.00007182777,0.0006535757,0.005343454,0.006899055,0.0001214016,0.0001330671,0.0007090922],"genre_scores_gemma":[0.00007604949,0.9887717,0.0005636421,0.001029401,0.00422198,0.0003913596,0.0005818415,0.000148468,0.004215558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8833566,"threshold_uncertainty_score":0.9997159,"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."}}