{"id":"W3109949389","doi":"10.1093/jalm/jfaa127","title":"Serum Sodium and Potassium Distribution and Characteristics in the US Population, National Health and Nutrition Examination Survey 2009–2016","year":2020,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Sodium Intake and Health","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"National Institutes of Health","keywords":"National Health and Nutrition Examination Survey; Medicine; Sodium; Potassium; Hyperkalemia; Population; Hyponatremia; Diabetes mellitus; Logistic regression; Percentile; Internal medicine; Endocrinology; Environmental health; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.004116704,0.0001005517,0.0002474892,0.00006235793,0.0001974306,0.00002239578,0.00007099513,0.00005430416,0.000004933199],"category_scores_gemma":[0.0003230022,0.000059884,0.000006100247,0.0002989839,0.0001218409,0.0001104439,0.0000117996,0.000308536,4.996143e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008197932,"about_ca_system_score_gemma":0.00009612482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007527635,"about_ca_topic_score_gemma":0.00005638097,"domain_scores_codex":[0.9984666,0.0004386287,0.0004924207,0.00009668012,0.0003724381,0.0001332966],"domain_scores_gemma":[0.9987457,0.0003539434,0.000463651,0.0000581626,0.0002512331,0.0001272695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01455219,0.0008354182,0.6592472,0.002813764,0.0001315422,0.00002337239,0.1006662,0.00001823713,0.01104991,0.008081439,0.1379424,0.06463838],"study_design_scores_gemma":[0.001467149,0.0005462788,0.9931275,0.0001059017,0.00002094867,0.00002524096,0.001941959,0.0001744542,0.00004427616,0.0004130146,0.002074253,0.0000589731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619165,0.001259277,0.000089736,0.03613418,0.000156825,0.0002818255,0.0001324562,0.000006277169,0.00002292716],"genre_scores_gemma":[0.9912042,0.000874805,0.00002084814,0.007147076,0.0006143932,0.000002623375,0.0001278636,0.000007594919,6.152812e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3338804,"threshold_uncertainty_score":0.2441999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762546913311732,"score_gpt":0.290690098521914,"score_spread":0.2630646293887967,"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."}}