{"id":"W4210482105","doi":"10.1016/j.clnu.2022.01.018","title":"Utilization and validation of the Global Leadership Initiative on Malnutrition (GLIM): A scoping review","year":2022,"lang":"en","type":"review","venue":"Clinical Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Malnutrition; Anthropometry; MEDLINE; Pediatrics; Pathology; 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":[0.1178127,0.002141364,0.006964996,0.03953438,0.002426396,0.008509842,0.004240768,0.004512202,0.004096043],"category_scores_gemma":[0.336781,0.002102651,0.008584272,0.02816138,0.00364693,0.007969414,0.006287551,0.002837992,0.000766548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008834457,"about_ca_system_score_gemma":0.04804899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271982,"about_ca_topic_score_gemma":0.02237331,"domain_scores_codex":[0.9083377,0.03614717,0.03631138,0.003587719,0.0142183,0.001397779],"domain_scores_gemma":[0.6494399,0.2633674,0.03880937,0.007275732,0.03964575,0.001461994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001491576,0.00003319035,0.002766385,0.846849,0.002723843,0.0001851597,0.001816777,0.0003008364,0.000204299,0.002372574,0.005248988,0.1373498],"study_design_scores_gemma":[0.00002478431,0.0000346381,0.001652127,0.9759851,0.004398366,0.00012403,0.0005313404,0.00007916771,0.0001251923,0.0005366412,0.01648591,0.00002275412],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001427704,0.9913957,0.001143241,0.002261498,0.0004708237,0.001184311,0.0007130264,0.00002673335,0.001376955],"genre_scores_gemma":[0.02085618,0.9675079,0.004744543,0.001435856,0.0002322582,0.003763111,0.0012113,0.00002988967,0.0002190662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1178127,"threshold_uncertainty_score":0.6230605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7914254460902423,"score_gpt":0.5914219671186798,"score_spread":0.2000034789715626,"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."}}