{"id":"W4282032449","doi":"10.1093/advances/nmac068","title":"Perspective: School Meal Programs Require Higher Vitamin D Fortification Levels in Milk Products and Plant-Based Alternatives—Evidence from the National Health and Nutrition Examination Surveys (NHANES 2001–2018)","year":2022,"lang":"en","type":"review","venue":"Advances in Nutrition","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"U.S. Food and Drug Administration","keywords":"Medicine; National Health and Nutrition Examination Survey; Vitamin D and neurology; Vitamin; Fortification; Ethnic group; Environmental health; Percentile; Meal; vitamin D deficiency; Gerontology; Population; Internal medicine; Food science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003900189,0.0003934984,0.0009783348,0.0005526948,0.000261806,0.00007300179,0.000198033,0.0001567544,0.00002332231],"category_scores_gemma":[0.002727891,0.0003147808,0.00007395823,0.00089742,0.0003358544,0.0008666531,0.0001015453,0.000762766,0.000002408869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139375,"about_ca_system_score_gemma":0.0005322885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003719835,"about_ca_topic_score_gemma":0.0007564879,"domain_scores_codex":[0.9940144,0.00268055,0.0007966394,0.001013821,0.00107616,0.0004184671],"domain_scores_gemma":[0.997007,0.0017084,0.0005351909,0.0002634434,0.0003604535,0.0001255676],"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":[0.0001268768,0.001949105,0.002183453,0.04441264,0.00008992602,0.00003986511,0.000905289,0.000001417338,0.00004236699,0.0001473797,0.0004323443,0.9496694],"study_design_scores_gemma":[0.009009588,0.002879084,0.1025112,0.165722,0.0002082597,0.0001188736,0.004969826,0.0002687096,0.00007984362,0.003738667,0.709242,0.001251883],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001274299,0.9895324,0.000124084,0.002567335,0.0001957468,0.005756418,0.0004795915,0.00003789363,0.00003229421],"genre_scores_gemma":[0.00922141,0.9821952,0.001240674,0.00006503115,0.0004426736,0.00464678,0.002070079,0.00003999214,0.00007817138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9484174,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2033346614549754,"score_gpt":0.4404900285602817,"score_spread":0.2371553671053064,"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."}}