{"id":"W2329809781","doi":"10.1007/s00125-016-3942-3","title":"Changes in beta cell function occur in prediabetes and early disease in the Lepr db mouse model of diabetes","year":2016,"lang":"en","type":"article","venue":"Diabetologia","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; University of Queensland; National Health and Medical Research Council; Diabetes Australia","keywords":"Prediabetes; Internal medicine; Endocrinology; Diabetes mellitus; Beta cell; Insulin; Type 2 diabetes; Impaired glucose tolerance; Islet; Insulin oscillation; Biology; Pancreatic islets; Granule (geology); Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004437742,0.0007840766,0.0005077934,0.001111757,0.000282571,0.0007058713,0.000402694,0.0007859288,0.00229561],"category_scores_gemma":[0.0001738681,0.000451648,0.0005472239,0.0004323351,0.0004774602,0.0004883396,0.0004259625,0.001842678,0.0007018927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002753628,"about_ca_system_score_gemma":0.000148209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002027127,"about_ca_topic_score_gemma":0.0002782917,"domain_scores_codex":[0.9996672,0.0000385926,0.00004932962,0.00009248,0.00007690317,0.00007558623],"domain_scores_gemma":[0.9994147,0.00005001914,0.0002463106,0.00005264295,0.00002989857,0.0002065575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0018932,0.0003660467,0.003369496,0.0001096166,0.00001897798,0.000504679,0.00006397699,0.00006165576,0.9912071,0.0001173633,0.00008951444,0.002198416],"study_design_scores_gemma":[0.0004910878,0.005828629,0.1555859,0.0001520344,0.0002164826,0.008668252,0.0003655484,0.001059992,0.8212665,0.0005937931,0.005702198,0.00006953612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936329,0.001657128,0.002178147,0.0001487518,0.00003381123,0.00003394991,0.0009565597,0.0001572603,0.001201674],"genre_scores_gemma":[0.9854221,0.001931481,0.004920308,0.0002458564,0.0000395431,0.0002032789,0.001724217,0.0001401614,0.005372915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00229561,"threshold_uncertainty_score":0.007679582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935072257960556,"score_gpt":0.2241025286987481,"score_spread":0.2047518061191426,"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."}}