{"id":"W2108841123","doi":"10.2337/diabetes.53.12.3107","title":"Islet Graft Assessment in the Edmonton Protocol","year":2004,"lang":"en","type":"article","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Stem Cell Network; University of Alberta","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Juvenile Diabetes Research Foundation International; University of Alberta; Stem Cell Network; Canadian Diabetes Association","keywords":"Islet; Transplantation; Progenitor cell; Medicine; Immunohistochemistry; Islet cell transplantation; Diabetes mellitus; Internal medicine; Endocrinology; Andrology; Biology; Pathology; Stem cell","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003139551,0.0001080068,0.0001868505,0.00007159762,0.00004397047,0.00002633192,0.0000798707,0.0000486669,0.0001680188],"category_scores_gemma":[0.0001049637,0.00006466908,0.00006054951,0.0002065008,0.00004557618,0.00005750549,0.00001430667,0.0001761473,0.00007135489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007064339,"about_ca_system_score_gemma":0.00009640556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003126073,"about_ca_topic_score_gemma":0.000002505033,"domain_scores_codex":[0.9991419,0.00004436077,0.0001783383,0.0001536049,0.0002393159,0.0002424998],"domain_scores_gemma":[0.9995303,0.0000900576,0.00003814182,0.0002570767,0.00003029458,0.000054179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008054837,0.0021183,0.857711,0.0004896785,0.0001217941,0.00005763304,0.00130821,0.00006875856,0.1070269,0.01138013,0.01160006,0.008037071],"study_design_scores_gemma":[0.01098132,0.001190092,0.8188265,0.0004514361,0.00009589629,0.000005929684,0.0007436236,0.0002512253,0.0820417,0.007657418,0.0774268,0.0003280427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933669,0.00002571722,0.00001549023,0.004063901,0.0000539402,0.02334834,0.000002232223,0.00005645684,0.03876492],"genre_scores_gemma":[0.9414673,0.000001114354,0.000678528,0.004050397,0.0001358496,0.05340934,0.00001510534,0.00001153373,0.0002307678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06582674,"threshold_uncertainty_score":0.2637129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609457752571698,"score_gpt":0.3118432804198404,"score_spread":0.2957487028941235,"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."}}