{"id":"W4205777775","doi":"10.1016/j.jneb.2021.09.019","title":"Healthy Eating Score–7 as a Measure of Diet Quality in a Military Population","year":2022,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Army Medical Research and Development Command","keywords":"Food frequency questionnaire; Healthy eating; Added sugar; Sugar; Population; Medicine; Refined grains; Food group; Animal science; Correlation; Food science; Psychology; Demography; Physical activity; Mathematics; Environmental health; Whole grains; Chemistry; Physical therapy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005889469,0.0003092324,0.0003172437,0.001033163,0.0005961728,0.0005690394,0.0003163024,0.0005349975,0.001097417],"category_scores_gemma":[0.001394946,0.0002597314,0.0005627115,0.0009229005,0.0002849944,0.000404036,0.0005716643,0.0008871141,0.0002393722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023985,"about_ca_system_score_gemma":0.0002791582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198426,"about_ca_topic_score_gemma":0.01612247,"domain_scores_codex":[0.9996682,0.0001064717,0.00003120419,0.00004129715,0.00007544314,0.00007733386],"domain_scores_gemma":[0.9994204,0.00007020074,0.0001991768,0.00001905005,0.00008235052,0.0002088548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174991,0.0001278277,0.9988605,0.000002284748,0.00003123457,0.00003501637,0.0000936607,0.00001728342,0.0001419255,0.000006891557,0.0000459963,0.0005198584],"study_design_scores_gemma":[0.000004957349,0.0001728267,0.9992224,0.000001421079,0.00001211891,0.00005026163,0.000324277,0.0001486572,0.00002189163,0.000007705703,0.00003140168,0.000002065143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995553,0.00002565755,0.00002139243,0.00002662941,0.000004554216,0.000004249841,0.00006190052,9.673921e-7,0.0002993349],"genre_scores_gemma":[0.9995732,0.00002185854,0.00004971692,0.00002088647,0.000005952428,0.000005665397,0.0001100746,8.699037e-7,0.0002117234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198426,"threshold_uncertainty_score":0.02382898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588753974771481,"score_gpt":0.3753966670315362,"score_spread":0.3295091272838214,"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."}}