{"id":"W4212790568","doi":"10.1093/jcag/gwab049.251","title":"A252 DO GLIM CRITERIA FOR DIAGNOSING MALNUTRITION AGREE WITH SGA IN HOSPITALIZED PATIENTS RECEIVING TPN?","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Malnutrition; Medicine; Confidence interval; Pediatrics; Retrospective cohort study; Predictive value; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002363668,0.0003134622,0.0005181143,0.001422454,0.0004162609,0.0009521496,0.0006420882,0.000495437,0.001365731],"category_scores_gemma":[0.01244106,0.0002107114,0.0006566393,0.001625363,0.0004663633,0.0006618775,0.0005831348,0.0004810518,0.0003145879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107537,"about_ca_system_score_gemma":0.001042829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421549,"about_ca_topic_score_gemma":0.02094209,"domain_scores_codex":[0.9981601,0.0005467376,0.0003463424,0.0002400598,0.0004505716,0.0002561217],"domain_scores_gemma":[0.9945219,0.001100349,0.002800278,0.0001532512,0.0008560812,0.0005681462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003677341,0.000005203486,0.9989961,0.000008241331,0.00001654712,0.00004280272,0.00002398338,0.00002291709,0.00002092883,0.000007929262,0.0001038857,0.000714886],"study_design_scores_gemma":[0.000006032959,0.00005898752,0.9983091,0.00003213489,0.0000192111,0.0003428611,0.0003377632,0.0006590241,0.0000510164,0.00004861269,0.0001307433,0.000004467011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975793,0.0005208998,0.0001845682,0.0002979988,0.00002264984,0.00002099712,0.0004191863,0.000005684356,0.0009488218],"genre_scores_gemma":[0.9994084,0.0000699054,0.0001512402,0.00004645429,0.00001323644,0.00000780781,0.0002678098,0.000001342749,0.00003399994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421549,"threshold_uncertainty_score":0.02826554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417065328109096,"score_gpt":0.2749080260253325,"score_spread":0.2607373727442415,"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."}}