{"id":"W2901539629","doi":"10.1097/mph.0000000000001350","title":"Assessment of Nutritional Status and Malnutrition Risk at Diagnosis and Over a 6-Month Treatment Period in Pediatric Oncology Patients With Hematologic Malignancies and Solid Tumors","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Malnutrition; Overnutrition; Anthropometry; Pediatrics; Malignancy; Body mass index; 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":[0.0006235422,0.000323945,0.0005282268,0.0009122508,0.0004665869,0.000394964,0.0002040188,0.0003664377,0.0005810845],"category_scores_gemma":[0.001856414,0.0002915938,0.0003169257,0.001085216,0.0002261584,0.0004830585,0.000492253,0.0004247022,0.0001405428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487178,"about_ca_system_score_gemma":0.0003461699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083508,"about_ca_topic_score_gemma":0.002821924,"domain_scores_codex":[0.9995462,0.000137691,0.0000679295,0.0000642555,0.00009441236,0.0000895543],"domain_scores_gemma":[0.9988474,0.0001444388,0.0007026813,0.0000422044,0.00009071841,0.0001725774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001149174,0.00005018144,0.9985418,0.000006979103,0.000008222866,0.00005736253,0.00006404272,0.00002133773,0.00007968223,0.000002150655,0.00001550651,0.001037788],"study_design_scores_gemma":[0.000005211194,0.0003669956,0.9988313,0.000002756223,0.00001051165,0.0003967989,0.0001733233,0.00005629259,0.00005621828,0.000003861382,0.00009414406,0.00000245617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996338,0.0001582804,0.00003064095,0.000007875995,0.000001367879,0.000009255142,0.00007199541,0.000001100769,0.00008585388],"genre_scores_gemma":[0.9994393,0.0001287609,0.0001413643,0.00001177702,0.000005042478,0.00002000934,0.0001952229,6.068979e-7,0.00005788106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002083508,"threshold_uncertainty_score":0.004142702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864061830846983,"score_gpt":0.3341119587504971,"score_spread":0.3154713404420272,"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."}}