{"id":"W2118475442","doi":"10.1053/j.jrn.2011.01.017","title":"Validation of Subjective Global (Nutritional) Assessment (SGNA) in Children With CKD","year":2011,"lang":"en","type":"article","venue":"Journal of Renal Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004264458,0.0001265294,0.0003668081,0.0002559098,0.00003275936,0.00001218981,0.0001326345,0.0001089287,0.00004430323],"category_scores_gemma":[0.00005706517,0.0001100377,0.0001631447,0.0003044092,0.0001174084,0.0003081394,0.00001485319,0.0003043404,0.00000123476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123815,"about_ca_system_score_gemma":0.0000197061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003697938,"about_ca_topic_score_gemma":0.00003334858,"domain_scores_codex":[0.9982773,0.0002431447,0.0007595739,0.0001518893,0.0003836978,0.000184358],"domain_scores_gemma":[0.9986268,0.00007209261,0.0006794504,0.00009821681,0.0004299421,0.00009345741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008053783,0.005355407,0.9778308,0.00006826275,0.0001478645,0.0000278545,0.0000938484,0.00002609214,0.005592908,0.0002045114,0.001518845,0.001079785],"study_design_scores_gemma":[0.01035593,0.005223644,0.9632291,0.0006916557,0.0001031587,0.0007217235,0.0001187928,0.00002330042,0.01044955,0.008880906,0.00009753003,0.000104751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941888,0.0001196416,0.001938354,0.003158734,0.0001780159,0.0002682018,0.0000517508,0.000009046943,0.00008742044],"genre_scores_gemma":[0.9911435,0.00008674384,0.008081799,0.000427004,0.0002062088,0.000008030534,0.00003705758,0.000008947198,7.087605e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460177,"threshold_uncertainty_score":0.4487207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148351321498024,"score_gpt":0.3051224688528985,"score_spread":0.2836389556379183,"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."}}