{"id":"W3097739308","doi":"","title":"Aerobic Glycolysis Couples Metabolic Syndrome to Alzheimer Disease","year":2021,"lang":"en","type":"article","venue":"Journal of Metabolic Syndrome","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Cognitive decline; Neurodegeneration; Disease; Oxidative stress; Cognition; Alzheimer's disease; Insulin resistance; Type 2 Diabetes Mellitus; Bioinformatics; Metabolic syndrome; Internal medicine; Diabetes mellitus; Gerontology; Psychiatry; Insulin; Endocrinology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009216182,0.0005452048,0.002796463,0.0008185277,0.0001834188,0.0001013286,0.0004000288,0.0001363978,0.001193597],"category_scores_gemma":[0.0008765109,0.0004322653,0.001195699,0.001705815,0.0001320973,0.0003914301,0.0002412493,0.0005386126,0.0004316327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002999229,"about_ca_system_score_gemma":0.0008068098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001813985,"about_ca_topic_score_gemma":0.000005979568,"domain_scores_codex":[0.995632,0.0001953703,0.001411418,0.0005126895,0.001459091,0.0007894181],"domain_scores_gemma":[0.9957709,0.0001415521,0.0005652221,0.0008086585,0.001136283,0.001577325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006658606,0.01505823,0.3060087,0.001326142,0.08787981,0.2363577,0.007913628,0.0009567196,0.07230799,0.03267322,0.09398083,0.1388784],"study_design_scores_gemma":[0.002204612,0.0001968088,0.6710969,0.0002285098,0.008931718,0.009632871,0.0003161742,0.000006112604,0.001091671,0.00017012,0.3057513,0.0003732457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7644348,0.2285346,0.00008560082,0.00401117,0.00191167,0.0003234502,0.00002820476,0.00004185491,0.00062871],"genre_scores_gemma":[0.9741156,0.01458045,0.004864031,0.002408279,0.0007257591,0.00004022041,0.0000137927,0.00009828967,0.003153547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3650882,"threshold_uncertainty_score":0.9998129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551773046489771,"score_gpt":0.2870866715441087,"score_spread":0.261568941079211,"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."}}