{"id":"W2465845227","doi":"10.1093/gerona/glw114","title":"Dysnatremia in Relation to Frailty and Age in Community-dwelling Adults in the National Health and Nutrition Examination Survey","year":2016,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Frailty Index; Confidence interval; Hypernatremia; National Health and Nutrition Examination Survey; Hazard ratio; Hyponatremia; Proportional hazards model; Gerontology; Demography; Internal medicine; Population; Environmental health; Sodium","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003362909,0.0000617207,0.0001911262,0.0001850769,0.00007517231,0.000006197798,0.00006417245,0.00006336658,0.000004611928],"category_scores_gemma":[0.000433888,0.00003541501,0.00001066897,0.0001637817,0.00008593965,0.0001390325,0.00001558873,0.0002951993,3.049938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006650952,"about_ca_system_score_gemma":0.00004836693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111882,"about_ca_topic_score_gemma":0.06698616,"domain_scores_codex":[0.9983203,0.001039409,0.000301712,0.00006882481,0.0001393912,0.0001303004],"domain_scores_gemma":[0.9990467,0.0006815469,0.0001104095,0.00006766374,0.00006456059,0.00002908333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008667368,0.0008628319,0.8143942,0.000300518,0.00004821915,0.00001752859,0.07929654,0.00001929791,0.01811924,0.002578334,0.0006533304,0.07504261],"study_design_scores_gemma":[0.001596143,0.0006408699,0.9908655,0.0003692709,0.000002317833,0.00005666081,0.002830572,0.00002056651,0.0000477786,0.003491778,0.00004399158,0.00003451145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757186,0.002309846,0.00003727756,0.02136863,0.000007068468,0.0002800165,0.000003422334,0.000002255913,0.0002728959],"genre_scores_gemma":[0.995764,0.003392295,0.00006278403,0.000725721,0.0000125783,0.00001153378,0.000009541214,0.000003819067,0.00001777154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1764714,"threshold_uncertainty_score":0.9500389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09025439794649315,"score_gpt":0.3585580286568636,"score_spread":0.2683036307103705,"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."}}