{"id":"W2098282445","doi":"10.1093/aje/kwt065","title":"Elliott et al. Respond to \"Quantifying Urine Sodium Excretion\"","year":2013,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Sodium Intake and Health","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Public Health, Imperial College London; Medical Research Council; Centers for Disease Control and Prevention; Feinberg School of Medicine; World Heart Federation; British Heart Foundation; National Research Foundation; Imperial College Healthcare NHS Trust; Imperial College London; Japan Heart Foundation; National Institute for Health and Care Research; World Health Organization; National Institutes of Health; International Society of Hypertension; Wellcome Trust; National Heart, Lung, and Blood Institute; Northwestern University; Heart and Stroke Foundation of Canada","keywords":"Urine; Population; Sodium; Medicine; Endocrinology; Physiology; Urine sodium; Internal medicine; Chemistry; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004961719,0.0001991225,0.001005781,0.0004495395,0.0001160857,0.00001711545,0.0003371394,0.00006604953,0.0005014595],"category_scores_gemma":[0.005056384,0.0001611984,0.0002045325,0.0004147689,0.000289463,0.0002123785,0.00005162384,0.000682954,0.0004672107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398519,"about_ca_system_score_gemma":0.00008992918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364663,"about_ca_topic_score_gemma":0.00004146431,"domain_scores_codex":[0.9955277,0.0019939,0.001333294,0.0002834621,0.0001713617,0.0006902884],"domain_scores_gemma":[0.9935399,0.004098508,0.00119181,0.00033301,0.0003263911,0.0005103364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001837263,0.0001461927,0.1607396,0.00002309347,0.0001041662,0.00003714313,0.001622229,0.0003598158,0.01132112,0.002329189,0.712788,0.1086921],"study_design_scores_gemma":[0.000801249,0.007077706,0.3013396,0.0001585734,0.00004887849,0.0008280012,0.001543085,0.0002717955,0.0006889161,0.005575323,0.6812829,0.0003839394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7139317,0.000407441,0.004386854,0.2792666,0.001198633,0.0001589959,0.00000218134,0.00002464359,0.0006229552],"genre_scores_gemma":[0.7566959,0.0002425511,0.0304699,0.212024,0.0004283644,0.000008326641,0.000002982111,0.00003303776,0.00009491728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406,"threshold_uncertainty_score":0.6573479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0838880043035615,"score_gpt":0.407771223221238,"score_spread":0.3238832189176765,"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."}}