{"id":"W2573624341","doi":"10.3945/an.116.013474","title":"Nutritional Considerations for Healthy Aging and Reduction in Age-Related Chronic Disease","year":2017,"lang":"en","type":"review","venue":"Advances in Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":454,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Medicine; Disease; Gerontology; Chronic disease; Reduction (mathematics); Intensive care medicine; Pediatrics; Internal medicine","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":[0.0007123412,0.0008616224,0.001346759,0.001866937,0.0002377901,0.0009090798,0.0006544763,0.001109864,0.003705001],"category_scores_gemma":[0.001230722,0.0002001779,0.0005460082,0.002038446,0.0004342843,0.001143408,0.0009782554,0.001804851,0.00102409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004957521,"about_ca_system_score_gemma":0.00113042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001568879,"about_ca_topic_score_gemma":0.003823584,"domain_scores_codex":[0.999767,0.00004282256,0.00005161532,0.00003653786,0.00008157874,0.00002055743],"domain_scores_gemma":[0.999523,0.000228554,0.0000891655,0.000009657833,0.0001186061,0.00003112287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001046574,0.00009771896,0.0003895432,0.02349734,0.0002390867,0.0001306163,0.00004907909,0.0001676534,0.0005500591,0.003193858,0.02616376,0.9454165],"study_design_scores_gemma":[0.00006576201,0.0001456547,0.003024868,0.01947784,0.0006372915,0.0008633432,0.0001419992,0.0001418177,0.0003006728,0.005332492,0.969835,0.0000332409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009287268,0.9984761,0.00009688013,0.0005035052,0.0002573968,0.000003873284,0.00002275854,0.000003882656,0.0005426963],"genre_scores_gemma":[0.0005788779,0.9983014,0.0002233017,0.0003399344,0.0002724602,0.000005747232,0.00002458361,8.598781e-7,0.0002528653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003705001,"threshold_uncertainty_score":0.01239443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405860458931795,"score_gpt":0.4816435519029173,"score_spread":0.3410575060097378,"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."}}