{"id":"W4360999752","doi":"10.2139/ssrn.4398981","title":"High-Resolution Glucose Fate-Mapping Reveals LDHB-Dependent Lactate Production by Human Pancreatic Islets","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Islet; Pancreatic islets; Production (economics); Continuous glucose monitoring; Chemistry; Cell biology; Internal medicine; Endocrinology; Biology; Insulin; Diabetes mellitus; Medicine; Economics; Type 1 diabetes","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":[0.0001081866,0.0001138046,0.0001435458,0.0001691023,0.0001203952,0.0006231929,0.0001291775,0.0002303628,0.0009813757],"category_scores_gemma":[0.0001260362,0.0001264008,0.0001302533,0.000219898,0.0001466662,0.0002213216,0.0002614145,0.0003406897,0.0004794571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023269,"about_ca_system_score_gemma":0.00007545609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004817402,"about_ca_topic_score_gemma":0.0002714417,"domain_scores_codex":[0.999959,0.000005821757,0.000001968453,0.00001371362,0.000008630149,0.00001080629],"domain_scores_gemma":[0.9999577,0.00001620469,0.000005822766,0.00000831382,0.0000047103,0.000007139395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003658187,0.00000982518,0.0008109641,0.00002909573,0.000004281139,0.0000925186,0.00006308192,0.0001124897,0.9945452,0.0001213239,0.00004328195,0.003802106],"study_design_scores_gemma":[0.00002652557,0.0001020392,0.02089598,0.000008919974,0.0000196948,0.0005538295,0.0001928215,0.001825973,0.9731231,0.0002952321,0.002947155,0.000008742967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822535,0.001924,0.0127738,0.00009201861,0.00001859216,0.00001264656,0.0005666983,0.00006094978,0.002297788],"genre_scores_gemma":[0.9892596,0.0013749,0.00573813,0.00004301975,0.0000109272,0.00002026012,0.0007245104,0.00006360369,0.002764922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009813757,"threshold_uncertainty_score":0.003283083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262992580862418,"score_gpt":0.2699612636420382,"score_spread":0.247331337833414,"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."}}