{"id":"W4221083595","doi":"10.1097/mpg.0000000000003437","title":"A Practical Approach to Identifying Pediatric Disease‐Associated Undernutrition","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Malnutrition; Anthropometry; Disease; Etiology; Pediatrics; Intensive care medicine; Body mass index; Environmental health; 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":[0.008193232,0.002025102,0.001022278,0.009350062,0.002134872,0.003682425,0.003057025,0.002693255,0.01843379],"category_scores_gemma":[0.02464753,0.0008623587,0.001104257,0.002520984,0.001068041,0.003167484,0.005013904,0.004515173,0.008260344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614476,"about_ca_system_score_gemma":0.006309791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005169065,"about_ca_topic_score_gemma":0.01097889,"domain_scores_codex":[0.9937126,0.003033619,0.001122177,0.0005056108,0.001348432,0.000277589],"domain_scores_gemma":[0.9890127,0.002208912,0.0008819379,0.0005233251,0.006161186,0.001211952],"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":[0.0003420161,0.001278255,0.08612876,0.001991079,0.0001121669,0.005366324,0.004228437,0.001481203,0.006493222,0.006324855,0.1614968,0.724757],"study_design_scores_gemma":[0.0007039509,0.002821591,0.2363837,0.01124032,0.000613099,0.04118881,0.03941471,0.0405415,0.01662823,0.07270752,0.5367738,0.0009827459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08029491,0.009097743,0.6161923,0.1462928,0.008786976,0.02415241,0.00444123,0.00793313,0.1028085],"genre_scores_gemma":[0.09223354,0.005746357,0.8700904,0.009106136,0.001150767,0.006416127,0.001152549,0.0002318225,0.01387237],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01843379,"threshold_uncertainty_score":0.06166714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044554894304911,"score_gpt":0.2948012658649321,"score_spread":0.264355716921883,"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."}}