{"id":"W3094956806","doi":"","title":"Aerobic Glycolysis Couples Metabolic Syndrome to Dementia Disease","year":2020,"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":"Dementia; Medicine; Cognitive decline; Neurodegeneration; Disease; Cognition; Bioinformatics; Oxidative stress; Metabolic syndrome; Insulin resistance; Internal medicine; Gerontology; Psychiatry; Insulin; Obesity; 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"],"consensus_categories":[],"category_scores_codex":[0.0007182791,0.0005247708,0.002564709,0.0006262368,0.0001616008,0.00008563715,0.0005214592,0.0001043731,0.0008655438],"category_scores_gemma":[0.0009263305,0.0004093942,0.000993947,0.001464062,0.0001150546,0.0003909165,0.0002322056,0.0004966412,0.0004949254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002340719,"about_ca_system_score_gemma":0.0003771496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001488416,"about_ca_topic_score_gemma":0.000002083123,"domain_scores_codex":[0.9959092,0.0001351046,0.001398995,0.0004681477,0.001372306,0.0007162754],"domain_scores_gemma":[0.9960669,0.00008486993,0.0006265257,0.0004793917,0.0005346052,0.002207708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01246587,0.007786073,0.4941823,0.002880777,0.07697418,0.06839886,0.01508667,0.00146631,0.08565621,0.01872694,0.1331382,0.08323755],"study_design_scores_gemma":[0.002689992,0.0005069319,0.6469233,0.0001537268,0.007559954,0.001669289,0.0002820952,0.00002402822,0.0003082773,0.00007704248,0.3394396,0.0003657803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818679,0.104732,0.0003624093,0.0109427,0.00112896,0.0005296844,0.00003078769,0.00006380115,0.0003417517],"genre_scores_gemma":[0.982923,0.006984747,0.003695883,0.004967363,0.0007699293,0.00003265053,0.000007368839,0.00008305937,0.0005360472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063013,"threshold_uncertainty_score":0.9998358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330608728456448,"score_gpt":0.2670966151401987,"score_spread":0.2437905278556342,"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."}}