{"id":"W3130559742","doi":"10.1017/s1368980021000859","title":"Diet quality and all-cause mortality among US adults, estimated from National Health and Nutrition Examination Survey (NHANES), 2003–2008","year":2021,"lang":"en","type":"article","venue":"Public Health Nutrition","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"National Health and Nutrition Examination Survey; Medicine; National Death Index; Demography; Hazard ratio; Population; Proportional hazards model; Gerontology; Environmental health; Confidence interval; 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":[0.0020308,0.0004591348,0.0003037612,0.0009700292,0.0001913722,0.0004229153,0.0005040221,0.0003536983,0.000916746],"category_scores_gemma":[0.004452673,0.0003113945,0.0007220164,0.001317546,0.0001996282,0.0005233348,0.0006094716,0.0005656319,0.0002402208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004906239,"about_ca_system_score_gemma":0.0003543848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01854187,"about_ca_topic_score_gemma":0.01712765,"domain_scores_codex":[0.9992613,0.0002119139,0.000126919,0.0001675044,0.0001799653,0.00005244512],"domain_scores_gemma":[0.9975898,0.0003103267,0.001353729,0.0002036727,0.0003930529,0.0001494153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001280799,0.00001934631,0.9983712,0.00002624455,0.0002060228,0.000007439246,0.00001626104,0.0001238589,0.00004082403,0.00001076983,0.0003177937,0.0007322592],"study_design_scores_gemma":[0.00001108378,0.00004353362,0.9993477,0.000007294935,0.00006460449,0.00003074881,0.00002249299,0.0002609487,0.00002948732,0.00001289111,0.0001665389,0.000002537612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832827,0.001088763,0.0004193664,0.0001086604,0.00001840658,0.00002825142,0.01450518,0.00003103774,0.0005176731],"genre_scores_gemma":[0.9879861,0.0002882702,0.0003918832,0.00004873532,0.00001845328,0.00003845521,0.01089583,0.000004896361,0.0003272926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854187,"threshold_uncertainty_score":0.03686792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.182291470023012,"score_gpt":0.4058780964536662,"score_spread":0.2235866264306543,"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."}}