{"id":"W3106126932","doi":"10.3390/metabo10110455","title":"Islet Health, Hormone Secretion, and Insulin Responsivity with Low-Carbohydrate Feeding in Diabetes","year":2020,"lang":"en","type":"review","venue":"Metabolites","topic":"Diet and metabolism studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Diabetes Canada","keywords":"Diabetes mellitus; Insulin; Medicine; Islet; Endocrinology; Type 2 diabetes; Internal medicine; Insulin sensitivity; Hormone; Calorie restriction; Type 1 diabetes; Glycemic; Physiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009489343,0.0007070943,0.004783398,0.0005736321,0.0001228159,0.00006568129,0.0001361997,0.0002198968,0.00001183497],"category_scores_gemma":[0.0006924744,0.0004863001,0.0002516642,0.001357102,0.0002077353,0.0001359832,0.000179414,0.0007635785,0.00002730199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007081327,"about_ca_system_score_gemma":0.0005277002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003967527,"about_ca_topic_score_gemma":0.00001370517,"domain_scores_codex":[0.9968629,0.0003995628,0.0009057656,0.0007794322,0.0003863579,0.0006659077],"domain_scores_gemma":[0.9983807,0.000322934,0.0004397265,0.0003723554,0.0001219212,0.0003623534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001349255,0.000128079,0.0005626493,0.01646857,0.0005904436,0.00006748311,0.00100083,6.527576e-8,0.0001404358,0.0004265226,0.0006921149,0.9797879],"study_design_scores_gemma":[0.001042547,0.0002174729,0.008432624,0.008641844,0.001298079,0.000006339812,0.00009870427,0.000004437579,0.000008587807,0.00005091569,0.979762,0.000436492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008922168,0.9877269,0.00000279217,0.001231247,0.0002014958,0.001367139,0.0001003504,0.000105522,0.0003423584],"genre_scores_gemma":[0.0007463146,0.9968457,0.0006671912,0.0005322204,0.0005954246,0.0002273526,0.0001393941,0.0001005047,0.0001458506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9793514,"threshold_uncertainty_score":0.9997588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561091926698698,"score_gpt":0.2995350305908562,"score_spread":0.2739241113238692,"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."}}