{"id":"W2194040129","doi":"10.1210/en.2015-1562","title":"Research-Focused Isolation of Human Islets From Donors With and Without Diabetes at the Alberta Diabetes Institute IsletCore","year":2015,"lang":"en","type":"article","venue":"Endocrinology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Diabetes Foundation; University of Alberta","keywords":"Islet; Glycated hemoglobin; Diabetes mellitus; Type 2 diabetes; Isolation (microbiology); Medicine; Endocrinology; Internal medicine; Type 1 diabetes; Biology; Immunology; Physiology; Bioinformatics","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":[0.0002142974,0.0001628808,0.0004069293,0.0001614773,0.0001660417,0.00001484589,0.000108699,0.00008209032,0.0001595545],"category_scores_gemma":[0.0004411932,0.00009938751,0.00003605173,0.0002015573,0.001022418,0.0001104737,0.0001382291,0.0002664764,0.0000540381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006520691,"about_ca_system_score_gemma":0.00008326703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460542,"about_ca_topic_score_gemma":0.0007516636,"domain_scores_codex":[0.9985277,0.0001774688,0.0002446558,0.0003182023,0.00028465,0.0004472914],"domain_scores_gemma":[0.9986739,0.0004186554,0.0001016115,0.0004497942,0.0001963939,0.0001596428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574803,0.00006089924,0.9434748,0.00002686296,0.0001810404,0.000003844167,0.0006389902,0.000004966197,0.05070796,0.00118716,0.002869753,0.0006862246],"study_design_scores_gemma":[0.01363721,0.004340754,0.6426471,0.0003265705,0.0005293553,0.00002735697,0.001345317,0.0007538704,0.2951433,0.003721598,0.03704132,0.0004862625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841532,0.0007858971,0.00000862935,0.00240588,0.0001383729,0.0003327687,0.000009518881,0.00003761032,0.01212813],"genre_scores_gemma":[0.9960992,0.00002525509,0.0002694303,0.0002999723,0.0001272299,0.00005535977,0.0000710411,0.00002095906,0.003031494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3008277,"threshold_uncertainty_score":0.4052905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841339022900575,"score_gpt":0.3164632930797231,"score_spread":0.2580499028507173,"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."}}