{"id":"W2995596417","doi":"10.1016/j.clnu.2019.12.004","title":"GLIM criteria has fair sensitivity and specificity for diagnosing malnutrition when using SGA as comparator","year":2019,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Vitalité Health Network; Alberta Health Services; University of Alberta; University of Waterloo; University Health Network; University of Toronto; St. Michael's Hospital; Research Institute for Aging","funders":"","keywords":"Medicine; Malnutrition; Body mass index; Confidence interval; Prospective cohort study; Internal medicine; Weight loss; Retrospective cohort study; Cohort; C-reactive protein; Pediatrics; Obesity; Inflammation","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":[0.001119817,0.0001992974,0.0006938475,0.0001350558,0.0002565938,0.0001047314,0.0000387069,0.0002826619,0.000173151],"category_scores_gemma":[0.0003447736,0.0002128686,0.000206022,0.0001162429,0.0001992649,0.0002420574,0.00003914801,0.0003698553,0.00007186677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231576,"about_ca_system_score_gemma":0.00007474511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003131825,"about_ca_topic_score_gemma":0.00001034755,"domain_scores_codex":[0.9978048,0.0002509249,0.0008053121,0.000557702,0.0002204567,0.0003608287],"domain_scores_gemma":[0.9977657,0.001135618,0.0001929517,0.0002645038,0.0003018668,0.0003394177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02270413,0.02014586,0.4135292,0.02464208,0.0003131749,0.000414817,0.0008817692,0.000005309192,0.2843027,0.008549825,0.2026568,0.02185438],"study_design_scores_gemma":[0.1082075,0.009531553,0.2817426,0.02047944,0.001081391,0.002231507,0.002028263,0.07611456,0.03730119,0.1120846,0.3465852,0.002612127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810697,0.000614634,0.003210817,0.01160525,0.0008995408,0.002195749,0.0000894074,0.0001287555,0.0001860995],"genre_scores_gemma":[0.9563975,0.0005331215,0.03768486,0.003439513,0.001625092,0.0000495108,0.0001956119,0.00003415292,0.00004065359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2470015,"threshold_uncertainty_score":0.8680528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.262604622188945,"score_gpt":0.4794233423152501,"score_spread":0.2168187201263051,"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."}}