{"id":"W4288070056","doi":"10.2147/dmso.s370206","title":"Increased Serum Trimethylamine N-Oxide Level in Type 2 Diabetic Patients with Mild Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Pudong New Area Health Commission","keywords":"Montreal Cognitive Assessment; Internal medicine; Trimethylamine N-oxide; Body mass index; Diabetes mellitus; Creatinine; Medicine; Gastroenterology; Type 2 diabetes; Triglyceride; Type 2 Diabetes Mellitus; Endocrinology; Population; Cognitive impairment; Chemistry; Cholesterol; Disease; Trimethylamine; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002650169,0.0003495826,0.0004246158,0.0007490237,0.0004700807,0.0004306938,0.0002016065,0.0003959778,0.001059191],"category_scores_gemma":[0.0007863906,0.0002025637,0.0003225619,0.0007630087,0.0001749227,0.0002200973,0.0001891456,0.0004024787,0.0001560322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243298,"about_ca_system_score_gemma":0.0001974543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003642183,"about_ca_topic_score_gemma":0.003618161,"domain_scores_codex":[0.9998599,0.0000224636,0.00002492496,0.00003695944,0.00003397329,0.00002172446],"domain_scores_gemma":[0.9995462,0.00005296907,0.0002248653,0.00002381413,0.00005401307,0.00009808592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002309934,0.00005025869,0.9976832,0.00001167687,0.0000492337,0.0002368364,0.00003905381,0.00001982827,0.0006290436,0.000004357994,0.00003809085,0.001007491],"study_design_scores_gemma":[0.000009606619,0.0001626396,0.9988606,0.000003777036,0.00004085312,0.0005468173,0.00005628066,0.0001257347,0.0001130747,0.00001130485,0.00006666236,0.000002657368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999267,0.000337934,0.00004508316,0.0000204511,0.00000825736,0.00000440164,0.00007321181,0.000004379812,0.0002392875],"genre_scores_gemma":[0.9995577,0.0001009541,0.00007489738,0.00002628772,0.00001237312,0.000004101481,0.0001006349,7.258604e-7,0.0001223789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003642183,"threshold_uncertainty_score":0.007241964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008661589494896453,"score_gpt":0.2195567636419343,"score_spread":0.2108951741470379,"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."}}