{"id":"W4394928567","doi":"10.3389/fmolb.2024.1341290","title":"Risk factors and metabolomics of mild cognitive impairment in type 2 diabetes mellitus","year":2024,"lang":"en","type":"article","venue":"Frontiers in Molecular Biosciences","topic":"Diet and metabolism studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalian Institute of Chemical Physics; Dalian Medical University; Dalian Science and Technology Innovation Fund; Dalian Science and Technology Bureau; Chinese Academy of Sciences","keywords":"Type 2 Diabetes Mellitus; Diabetes mellitus; Metabolomics; Cognitive impairment; Medicine; Internal medicine; Bioinformatics; Disease; Biology; Endocrinology","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":[0.0003042087,0.0004621553,0.000393019,0.0007189925,0.0002908657,0.000665169,0.0001720753,0.0002478496,0.0008458844],"category_scores_gemma":[0.0005392616,0.0001155753,0.0004088567,0.00115777,0.0001140819,0.0001917779,0.0002902735,0.0003889227,0.0001003228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260433,"about_ca_system_score_gemma":0.0002550118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003395055,"about_ca_topic_score_gemma":0.004102929,"domain_scores_codex":[0.9998662,0.00002849993,0.00001954321,0.00002842547,0.00003573758,0.00002145628],"domain_scores_gemma":[0.9997486,0.00002615891,0.000146419,0.00001157255,0.00003141672,0.00003572568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006120174,0.0001349372,0.9876958,0.00006176152,0.0002099005,0.0002417706,0.00004624815,0.00009573859,0.002036868,0.0000353746,0.00013022,0.008699331],"study_design_scores_gemma":[0.000008210415,0.0001210429,0.9985294,0.000009568248,0.00008179704,0.0002762025,0.00004632994,0.000264416,0.0003281419,0.00006174159,0.0002694954,0.000003654276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938678,0.00406369,0.0003498774,0.0001490153,0.00002165374,0.00002144283,0.0005692742,0.00001402616,0.0009432044],"genre_scores_gemma":[0.9978191,0.0008716516,0.0005186031,0.00007724818,0.00002694534,0.00001049933,0.000339267,0.00000159911,0.0003351026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003395055,"threshold_uncertainty_score":0.006750584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0087551169227729,"score_gpt":0.2551028031098891,"score_spread":0.2463476861871162,"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."}}