{"id":"W2161963078","doi":"10.1111/dom.12340","title":"Gut microbiota, nutrient sensing and energy balance","year":2014,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Health Canada; University of Toronto; Eidgenössische Technische Hochschule Zürich","keywords":"Gut flora; Gut–brain axis; Enteroendocrine cell; Gastrointestinal tract; Microbiome; Nutrient sensing; Paracrine signalling; Endocrine system; Autocrine signalling; Enteric nervous system; Biology; Medicine; Glucagon-like peptide-1; Neuroscience; Bioinformatics; Immunology; Hormone; Cell biology; Internal medicine; Endocrinology; Signal transduction; Diabetes mellitus; Type 2 diabetes; Receptor","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002591211,0.0004559211,0.001328201,0.00009518705,0.0001808379,0.00006797032,0.0001453036,0.0005516485,0.000003773868],"category_scores_gemma":[0.00003176251,0.0003985302,0.0002163109,0.00009055096,0.0001479697,0.0000037,0.0002517038,0.0002042615,0.000007292714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009854506,"about_ca_system_score_gemma":0.00009929359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003163293,"about_ca_topic_score_gemma":0.00001288545,"domain_scores_codex":[0.9981899,0.0002047024,0.0003687562,0.0006889769,0.00006685076,0.0004808756],"domain_scores_gemma":[0.9990866,0.00002787455,0.0002266152,0.0004009019,0.00005387325,0.000204151],"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":[0.000004360059,0.00007093418,0.00008804745,0.01024317,0.0002582095,0.000002799523,0.00002713321,5.124494e-8,0.02542089,0.000674106,0.00427764,0.9589326],"study_design_scores_gemma":[0.000239531,0.00002914333,0.0004609373,0.001035336,0.0003735631,0.00002360588,0.00000206671,0.000002541388,0.0003675722,0.00003502486,0.9970022,0.0004284553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01055466,0.9885759,0.00009365053,0.00002220979,0.0003374021,0.0001660259,0.0001074633,0.00001489748,0.0001277741],"genre_scores_gemma":[0.0009603455,0.9962403,0.0003936606,0.0005468746,0.0005811553,0.000007631741,0.0004615155,0.0000470346,0.0007614787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9927246,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008222028108562434,"score_gpt":0.245592603044401,"score_spread":0.2373705749358386,"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."}}