{"id":"W3118272438","doi":"10.1038/s41467-020-20301-1","title":"Bariatric surgery induces a new gastric mucosa phenotype with increased functional glucagon-like peptide-1 expressing cells","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Université de Paris; Société Francophone du Diabète; Société Nationale Française de Gastro-Entérologie; University of Toronto; Institut National de la Santé et de la Recherche Médicale","keywords":"Glucagon-like peptide-1; Ghrelin; Sleeve gastrectomy; Somatostatin; Internal medicine; Enteroendocrine cell; Medicine; Gastric inhibitory polypeptide; Glucagon-like peptide-2; Endocrinology; Stomach; Gastric mucosa; Secretion; Glucagon; Cancer research; Receptor; Biology; Diabetes mellitus; Insulin; Peptide; Gastric bypass; Weight loss; Type 2 diabetes; Obesity; Endocrine system; Hormone","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006270153,0.0002178846,0.0001698664,0.0002194314,0.00008723231,0.0002099379,0.00007841463,0.0001873228,0.001236027],"category_scores_gemma":[0.0001026691,0.0001367498,0.0001983131,0.00009182141,0.0001927951,0.000127856,0.0002125742,0.0004687638,0.0002052154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008581985,"about_ca_system_score_gemma":0.00006628245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001628769,"about_ca_topic_score_gemma":0.0002950013,"domain_scores_codex":[0.9999456,0.000007412903,0.000004806223,0.00001227949,0.00001520041,0.00001466879],"domain_scores_gemma":[0.9999158,0.000009371956,0.00002077719,0.00001020226,0.000006307805,0.00003751669],"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":[0.0003101484,0.00002885308,0.002037108,0.00003290729,0.00001088017,0.0003890418,0.00003343784,0.00001735553,0.9941494,0.00003002221,0.00004581753,0.002914917],"study_design_scores_gemma":[0.0001285331,0.004665548,0.5302857,0.00002780116,0.0001002172,0.01193125,0.0006220955,0.0006138215,0.4453456,0.0002193797,0.006023252,0.00003681338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981982,0.0004649178,0.0005757395,0.00005466383,0.00002870892,0.00001037654,0.00007259185,0.00003748111,0.0005573401],"genre_scores_gemma":[0.9970913,0.0005214369,0.0007816292,0.00006515218,0.00002024603,0.0000175099,0.0002058946,0.00001306951,0.00128383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001236027,"threshold_uncertainty_score":0.004134893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782337622074841,"score_gpt":0.258692583448085,"score_spread":0.2308692072273366,"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."}}