{"id":"W4321183784","doi":"10.2337/dc22-1385","title":"Gastrointestinal Consequences of Type 2 Diabetes Mellitus and Impaired Glycemic Homeostasis: A Mendelian Randomization Study","year":2023,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Vetenskapsrådet; Hjärt-Lungfonden; Cancerfonden; Key Project of Research and Development Plan of Hunan Province; Science Fund for Distinguished Young Scholars of Zhejiang Province; National Natural Science Foundation of China; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; British Heart Foundation; Wellcome Trust","keywords":"Medicine; Mendelian randomization; Diabetes mellitus; Glycemic; Internal medicine; Type 2 diabetes; Type 2 Diabetes Mellitus; Endocrinology; Genetics; Gene; Genetic variants; Biology; Genotype","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":[0.01774243,0.001151026,0.0009897071,0.0006853666,0.0005745309,0.0005820004,0.0009579408,0.0010884,0.001983641],"category_scores_gemma":[0.03327768,0.000526161,0.001106929,0.000818771,0.0008157277,0.0004458993,0.0004509062,0.000552051,0.0001822785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217713,"about_ca_system_score_gemma":0.0007890411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704127,"about_ca_topic_score_gemma":0.0009224213,"domain_scores_codex":[0.9771959,0.01921567,0.0006290532,0.001723404,0.0008853829,0.0003506404],"domain_scores_gemma":[0.9801126,0.01193652,0.003801242,0.00322331,0.00044723,0.000479143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09772576,0.003804796,0.7946903,0.0006246478,0.01474371,0.006383545,0.001031503,0.005596651,0.009370822,0.01109376,0.003442809,0.0514918],"study_design_scores_gemma":[0.08542281,0.04757059,0.6667479,0.0003524836,0.01791095,0.02484382,0.0006682217,0.1223193,0.005393781,0.02009787,0.008195962,0.0004764202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829985,0.0007986551,0.01444894,0.0003853662,0.00008538515,0.0004190957,0.0002886689,0.00008880379,0.0004865283],"genre_scores_gemma":[0.989364,0.0001571239,0.009452652,0.0002032805,0.00006126818,0.0003387783,0.0001319905,0.00001821443,0.0002726825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774243,"threshold_uncertainty_score":0.09383202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307854598525756,"score_gpt":0.2568436771651811,"score_spread":0.2437651311799236,"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."}}