{"id":"W3000534900","doi":"10.3390/nu12010210","title":"Modeling Possible Outcomes of Updated Daily Values on Nutrient Intakes of the United States Adult Population","year":2020,"lang":"en","type":"article","venue":"Nutrients","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nutrient; Population; Medicine; Environmental health; Gerontology; Demography; Biology; Ecology","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":[0.007536455,0.0008573005,0.0008366015,0.000843017,0.0004489013,0.001783818,0.00230634,0.001787734,0.004103121],"category_scores_gemma":[0.02518845,0.0008515969,0.001811056,0.001226067,0.0006196004,0.001422863,0.00126287,0.001817216,0.0005473734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562213,"about_ca_system_score_gemma":0.00145514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08289152,"about_ca_topic_score_gemma":0.04771208,"domain_scores_codex":[0.9968954,0.001727589,0.0001244847,0.0007427747,0.0001525946,0.0003570087],"domain_scores_gemma":[0.9888607,0.008101274,0.001176232,0.0006221852,0.0009193696,0.0003202723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008389641,0.0003913599,0.1725895,0.0001369343,0.0006561872,0.0003780251,0.0005428123,0.7799395,0.0003057199,0.02439381,0.006618869,0.01320825],"study_design_scores_gemma":[0.0002344702,0.0004674185,0.03311267,0.0001204698,0.0003775804,0.0001402821,0.0004023027,0.9379591,0.0003251628,0.02068478,0.00608386,0.00009188939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261121,0.0009280092,0.03370878,0.003359681,0.0001996824,0.0004347515,0.0221156,0.0003141226,0.01282728],"genre_scores_gemma":[0.980311,0.0003054184,0.00656577,0.0004651474,0.00003162426,0.0003903537,0.006267202,0.00002975103,0.005633614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08289152,"threshold_uncertainty_score":0.1648181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241000313369456,"score_gpt":0.2861097667276026,"score_spread":0.253699763593908,"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."}}