{"id":"W4390765671","doi":"10.1097/nan.0000000000000534","title":"Fluid Status Vulnerability in Older Adults","year":2024,"lang":"en","type":"article","venue":"Journal of Infusion Nursing","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Delirium; Medicine; Hypernatremia; Intensive care medicine; Balance (ability); Geriatrics; MEDLINE; Fluid intake; Hyponatremia; Hyperkalemia; Physical therapy; Psychiatry; Internal medicine","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":[0.0004453292,0.0002506048,0.0008637659,0.001855105,0.000322713,0.0007718469,0.0002365283,0.0006304324,0.002471369],"category_scores_gemma":[0.003074099,0.0001236394,0.0007645463,0.001828132,0.0002240501,0.0009508124,0.0005874119,0.0003354819,0.000228489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004186708,"about_ca_system_score_gemma":0.0009508214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002601032,"about_ca_topic_score_gemma":0.004661988,"domain_scores_codex":[0.999689,0.00008152191,0.0001055471,0.00003612307,0.00006809034,0.00001977652],"domain_scores_gemma":[0.9992824,0.0003506387,0.0002281889,0.000007874841,0.0001033426,0.0000274945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004104379,0.0001294987,0.0507437,0.1282067,0.001232929,0.002775703,0.003362296,0.0001821249,0.001142201,0.002368113,0.01328824,0.796158],"study_design_scores_gemma":[0.000173512,0.001362237,0.4012124,0.2065589,0.005886134,0.02917697,0.01047431,0.0003440502,0.001453931,0.009248142,0.3339354,0.0001740125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01530403,0.9807194,0.00008212686,0.0007918076,0.0001394984,0.00002727382,0.0002080128,0.000003876512,0.002724038],"genre_scores_gemma":[0.08698002,0.9110947,0.0003162467,0.0007433775,0.0001578902,0.00005502697,0.000206831,0.000001304999,0.0004446297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002601032,"threshold_uncertainty_score":0.008267522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008385432559083668,"score_gpt":0.3074868626081446,"score_spread":0.2991014300490609,"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."}}