{"id":"W2889765177","doi":"10.1002/jpen.1440","title":"GLIM Criteria for the Diagnosis of Malnutrition: A Consensus Report From the Global Clinical Nutrition Community","year":2018,"lang":"en","type":"article","venue":"Journal of Parenteral and Enteral Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1428,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo; University of Alberta","funders":"Academy of Nutrition and Dietetics; Danone; Brigham and Women's Hospital; Pfizer","keywords":"Malnutrition; Intensive care medicine; Medicine; Parenteral nutrition; 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":[0.07337835,0.001789098,0.003045488,0.01343532,0.00143289,0.003144241,0.005753533,0.00344501,0.001842636],"category_scores_gemma":[0.05354694,0.0007503365,0.003149578,0.006428002,0.00182301,0.003230778,0.00807032,0.005220908,0.001600395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005717243,"about_ca_system_score_gemma":0.02640269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00938182,"about_ca_topic_score_gemma":0.008032747,"domain_scores_codex":[0.9650953,0.01254757,0.008620991,0.001298285,0.01071128,0.001726567],"domain_scores_gemma":[0.9499704,0.007928999,0.005930311,0.001485077,0.03046205,0.004223117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000562102,0.0004532606,0.05560637,0.009068904,0.0006101434,0.001077565,0.003407284,0.001560491,0.00140646,0.007702189,0.4579552,0.4605899],"study_design_scores_gemma":[0.001147768,0.0007224905,0.1485063,0.05355508,0.001287734,0.006112562,0.009035438,0.005933726,0.002654121,0.01690672,0.7536312,0.0005069981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07532866,0.2342902,0.2059282,0.2998482,0.03481967,0.03131432,0.02160059,0.003386425,0.09348374],"genre_scores_gemma":[0.2765951,0.08983818,0.5011224,0.02840388,0.004338884,0.03958398,0.04757237,0.0006995273,0.0118457],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07337835,"threshold_uncertainty_score":0.3880665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878453405111153,"score_gpt":0.4696915119612494,"score_spread":0.2818461714501341,"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."}}