{"id":"W2158844203","doi":"10.2337/diabetes.50.4.710","title":"Clinical Outcomes and Insulin Secretion After Islet Transplantation With the Edmonton Protocol","year":2001,"lang":"en","type":"article","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":872,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Capital District Health Authority","funders":"University of Alberta","keywords":"Medicine; Islet; Transplantation; Internal medicine; Insulin; Glycemic; Immunosuppression; Diabetes mellitus; Hypoglycemia; Endocrinology; Metabolic control analysis; Glucose tolerance test; Gastroenterology; Insulin resistance","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":[0.0002559093,0.0001150157,0.0002182961,0.00003811935,0.00005277783,0.00002425161,0.00002795439,0.00006814332,0.0001744214],"category_scores_gemma":[0.00006411716,0.00005919136,0.00005206929,0.00009565971,0.0001113234,0.00007936894,0.000006118535,0.0001223772,0.00002493263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009129512,"about_ca_system_score_gemma":0.00002262022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007947263,"about_ca_topic_score_gemma":0.00000457828,"domain_scores_codex":[0.9992456,0.00006725831,0.0001951446,0.000175419,0.0001578647,0.0001587144],"domain_scores_gemma":[0.9994335,0.0002271168,0.00005414891,0.0001544088,0.00004896947,0.00008183099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004865154,0.00008018037,0.9898134,0.00007859011,0.0000571023,0.000008228457,0.0001389812,3.541894e-7,0.0005409966,0.00002194293,0.0002604444,0.008513262],"study_design_scores_gemma":[0.003034733,0.0004683849,0.9827572,0.00008715719,0.0001370099,0.000005399938,0.00005805182,0.0001499626,0.0009201946,0.00005144801,0.01224097,0.00008953546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852464,0.00005396912,0.0000802966,0.001851933,0.00003272147,0.01048537,0.000004549916,0.00005534742,0.002189483],"genre_scores_gemma":[0.9788431,0.00004041979,0.0002964359,0.002773682,0.0001274076,0.01736434,0.00002459904,0.00001377788,0.0005162305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198053,"threshold_uncertainty_score":0.2413754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615497170326934,"score_gpt":0.2984379752755411,"score_spread":0.2822830035722718,"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."}}