{"id":"W2088319660","doi":"10.1016/j.transproceed.2014.06.001","title":"Islet Oxygen Consumption Rate Dose Predicts Insulin Independence for First Clinical Islet Allotransplants","year":2014,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of Warwick","keywords":"Islet; Allotransplantation; Transplantation; Insulin; Diabetes mellitus; Medicine; Internal medicine; Type 1 diabetes; Endocrinology; Pharmacology","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":[0.001189052,0.0002545614,0.0004538799,0.0001532892,0.0001739649,0.0000517025,0.0001208384,0.00029908,0.0001827836],"category_scores_gemma":[0.0003297564,0.00023133,0.0001516407,0.0001535837,0.0001203944,0.0003170043,0.000005721171,0.0002747571,0.0001771111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003259589,"about_ca_system_score_gemma":0.00006805963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009791725,"about_ca_topic_score_gemma":0.0000054756,"domain_scores_codex":[0.9980342,0.0000306257,0.0006968087,0.000511002,0.0003639936,0.0003633341],"domain_scores_gemma":[0.9986343,0.000464494,0.0001949541,0.0001216906,0.0003110068,0.0002735727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01904922,0.0013607,0.7983474,0.011995,0.0007730461,0.0000349962,0.005708447,0.0000470073,0.124992,0.01135713,0.0177677,0.008567364],"study_design_scores_gemma":[0.0360035,0.002617355,0.870047,0.001850023,0.001853459,0.0002512943,0.0001594537,0.01208705,0.05088267,0.001580119,0.02178375,0.0008843374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870405,0.00005775837,0.007350246,0.001058224,0.0003784724,0.001063702,0.0001077541,0.0002797846,0.002663574],"genre_scores_gemma":[0.9931853,0.001427225,0.001959962,0.001934696,0.0004144017,0.0001702299,0.000395652,0.00003874936,0.0004737469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07410929,"threshold_uncertainty_score":0.9433364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160161653008452,"score_gpt":0.3085775074673717,"score_spread":0.2669758909372871,"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."}}