{"id":"W4410433445","doi":"10.1001/jamanetworkopen.2025.11056","title":"Dietary Carbohydrate Intake, Carbohydrate Quality, and Healthy Aging in Women","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Food composition and properties","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Glycemic load; Medicine; Glycemic index; Odds ratio; Carbohydrate; Glycemic; Logistic regression; Cohort; Gerontology; Prospective cohort study; Environmental health; Physiology; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.0006435583,0.0002431046,0.0001999057,0.0004379615,0.0002369459,0.00051467,0.0002459876,0.0003148171,0.001494156],"category_scores_gemma":[0.002170944,0.0001633912,0.0003100022,0.000950212,0.0002694743,0.0003306457,0.0003463386,0.0003617182,0.0001816774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008455,"about_ca_system_score_gemma":0.0002848874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005544104,"about_ca_topic_score_gemma":0.007741331,"domain_scores_codex":[0.9998164,0.00006017728,0.0000220533,0.00003756762,0.00003432315,0.00002950702],"domain_scores_gemma":[0.9991738,0.0001300586,0.0004958286,0.00004394656,0.00006468622,0.00009165698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000804133,0.00002208217,0.9972492,0.00003053149,0.00009670833,0.00002021743,0.00003269746,0.0000184652,0.00008280749,0.00001883214,0.0001441351,0.002204011],"study_design_scores_gemma":[0.00000575083,0.00006893955,0.9991513,0.00002550574,0.00006831577,0.00007075413,0.00004513016,0.00008545557,0.0000286591,0.00006439338,0.000383364,0.000002386841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884216,0.007705076,0.0002458277,0.0005894743,0.00005698552,0.00001639031,0.001429093,0.000008089791,0.001527305],"genre_scores_gemma":[0.9973947,0.001399883,0.00025245,0.0001030391,0.00005124989,0.00001065158,0.0004977451,0.000001881659,0.000288313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005544104,"threshold_uncertainty_score":0.01102364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535800843084379,"score_gpt":0.3306303784132282,"score_spread":0.2852723699823844,"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."}}