{"id":"W4413414378","doi":"10.1002/ncp.70015","title":"A comparative evaluation of the Global Leadership Initiative on Malnutrition vs the Patient‐Generated Subjective Global Assessment in assessing nutrition status in patients diagnosed with terminal cancer: A retrospective study","year":2025,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Body mass index; Malnutrition; Cohort; Cancer; Life expectancy; Weight loss; Proportional hazards model; Internal medicine; Palliative care; Pediatrics; Population; Obesity; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003829615,0.0003381464,0.0005763933,0.001300593,0.000423291,0.0008612601,0.0003341559,0.0004386272,0.0006072242],"category_scores_gemma":[0.01011832,0.0003301917,0.0007184435,0.001256795,0.000539494,0.000841464,0.0008143468,0.0004335664,0.0001874441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004493223,"about_ca_system_score_gemma":0.0004531041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226385,"about_ca_topic_score_gemma":0.002051112,"domain_scores_codex":[0.9981393,0.0007796222,0.0002935275,0.0003083929,0.0003385993,0.0001405446],"domain_scores_gemma":[0.9942965,0.001843198,0.001924866,0.0004417546,0.0009804063,0.0005132716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002325131,0.00002752708,0.9988573,0.000008714275,0.00004000944,0.00005015638,0.00009486834,0.00001659499,0.00005823487,0.00000644537,0.00001284817,0.0005948117],"study_design_scores_gemma":[0.00003852467,0.001366385,0.9963612,0.000017587,0.0000906928,0.0007086775,0.0007658798,0.0003252201,0.0001086512,0.00001373172,0.0001909068,0.00001258075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995918,0.0001297775,0.00006970976,0.000007261867,0.000003946598,0.00001721094,0.00006947628,7.378586e-7,0.0001100767],"genre_scores_gemma":[0.9995665,0.00007594682,0.00009974789,0.00001392078,0.000008332639,0.00002693664,0.0001818384,0.000001279081,0.00002545909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003829615,"threshold_uncertainty_score":0.02025318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2437194335518592,"score_gpt":0.5418328862606299,"score_spread":0.2981134527087707,"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."}}