{"id":"W3091830550","doi":"10.1038/s41366-020-00694-1","title":"Type 2 diabetes is associated with impaired jejunal enteroendocrine GLP-1 cell lineage in human obesity","year":2020,"lang":"en","type":"article","venue":"International Journal of Obesity","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"CHIST-ERA; Institut de Cardiométabolisme et Nutrition; Fondation Nestlé; Assistance publique-Hôpitaux de Paris; European Foundation for the Study of Diabetes; Agence Nationale de la Recherche; Sorbonne Université; Groupe Lipides et Nutrition; Institut National de la Santé et de la Recherche Médicale; École Normale Supérieure","keywords":"Enteroendocrine cell; Type 2 diabetes; Obesity; Internal medicine; Diabetes mellitus; Endocrinology; Medicine; Lineage (genetic); Insulin resistance; Endocrine system; Biology; Gene; Genetics; Hormone","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001611517,0.0001566095,0.0003666508,0.0001707698,0.00002876809,0.00003965867,0.0002412246,0.00003465144,0.0003351976],"category_scores_gemma":[0.00008810995,0.0001230935,0.000134222,0.0001722228,0.0000356362,0.0001774508,0.00008872423,0.0002431694,0.00001996172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262473,"about_ca_system_score_gemma":0.00005737299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001458909,"about_ca_topic_score_gemma":0.00001482522,"domain_scores_codex":[0.9986137,0.00004310157,0.0003988084,0.0001606881,0.0005830852,0.0002006094],"domain_scores_gemma":[0.9989573,0.00003666055,0.000319951,0.00008759444,0.0004268801,0.0001716267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003184121,0.001378314,0.9883756,0.00002748343,0.0006799322,0.001136033,0.0003131377,0.00001999954,0.003019106,0.00002097305,0.004468875,0.0002421271],"study_design_scores_gemma":[0.00774679,0.002382015,0.9564556,0.0003320383,0.0002783336,0.0000170349,0.00007733831,0.0003667389,0.03043372,0.00005029394,0.001699643,0.0001604399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958849,0.0001130444,0.00003094213,0.002666925,0.0002107113,0.0001510961,0.00001338664,0.00002077129,0.0009082257],"genre_scores_gemma":[0.9971778,0.00003667155,0.0002426032,0.001778026,0.0002517441,0.000001437359,0.00003944917,0.00001489733,0.0004573074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03191999,"threshold_uncertainty_score":0.5019609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591628656581257,"score_gpt":0.2607853469245722,"score_spread":0.2448690603587597,"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."}}