{"id":"W4401455052","doi":"10.32920/26528137","title":"Carbohydrate quality, fecal microbiota and cardiometabolic health in older adults: a cohort study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Cohort; Feces; Gerontology; Cohort study; Environmental health; Medicine; Demography; Biology; Internal medicine; Ecology; Sociology","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":[0.0007999822,0.0004659533,0.0005553145,0.0004333903,0.0006524113,0.000808055,0.0003144023,0.0006393584,0.001013702],"category_scores_gemma":[0.001074072,0.000438506,0.0007658745,0.0009612032,0.0001770047,0.000455615,0.0005661761,0.0007699725,0.0002768742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002918182,"about_ca_system_score_gemma":0.0003516346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012165,"about_ca_topic_score_gemma":0.01570266,"domain_scores_codex":[0.9997086,0.00005774942,0.00003344729,0.0000997127,0.00004359554,0.00005683881],"domain_scores_gemma":[0.9995018,0.0000372063,0.000149409,0.00009761806,0.00008957244,0.0001243626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003429618,0.0001033062,0.9973979,0.00002189853,0.0002555148,0.00005918827,0.0001212608,0.00002144598,0.0003917505,0.00001526369,0.0001541261,0.0011154],"study_design_scores_gemma":[0.00001555912,0.0001437554,0.9992964,0.00000678026,0.00009106874,0.00006434681,0.0001102449,0.00008529714,0.00001892417,0.00001446206,0.0001499636,0.000003139926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985836,0.0003579016,0.000122086,0.00003844803,0.000009851754,0.0000168187,0.0006621628,0.000003123454,0.0002060853],"genre_scores_gemma":[0.998519,0.0002227766,0.0002130448,0.00006315971,0.00001880622,0.00002881675,0.0006219324,0.00000260951,0.0003098031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.012165,"threshold_uncertainty_score":0.0241884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504188389171883,"score_gpt":0.3992174326897237,"score_spread":0.3641755487980048,"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."}}