{"id":"W3009894772","doi":"10.1002/pbc.28117","title":"The influence of nutrition on clinical outcomes in children with cancer","year":2020,"lang":"en","type":"review","venue":"Pediatric Blood & Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Malnutrition; Intensive care medicine; Overnutrition; Psychological intervention; Cancer; Obesity; Disadvantaged; Environmental health; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007351936,0.0006512808,0.003505127,0.0002455446,0.00008361389,0.00002716902,0.000544566,0.0004225212,0.0000472877],"category_scores_gemma":[0.0005060661,0.0003953949,0.0007472339,0.001258422,0.0002003388,0.00007285503,0.0001137795,0.0016072,0.00002245082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816035,"about_ca_system_score_gemma":0.002585339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880297,"about_ca_topic_score_gemma":0.001301856,"domain_scores_codex":[0.995141,0.0004273185,0.00203459,0.0008844925,0.001010516,0.0005020326],"domain_scores_gemma":[0.996048,0.001270488,0.001407408,0.000812966,0.0001749735,0.0002861376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001836923,0.001176922,0.7679673,0.01544786,0.001843085,0.00001986035,0.0001088537,0.00001102264,1.879246e-8,0.00002681276,0.001403248,0.2118113],"study_design_scores_gemma":[0.005661928,0.001423462,0.433865,0.02000893,0.01410081,0.00004101374,0.00002074071,4.873112e-7,7.602163e-7,0.00001770559,0.5240496,0.0008095811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05679729,0.9382575,3.715884e-7,0.001424364,0.0003564558,0.00265688,0.0004051596,0.00005967957,0.00004226885],"genre_scores_gemma":[0.001822825,0.9923618,0.00005558707,0.0009212472,0.003300458,0.001310102,0.00004705198,0.0001103598,0.00007050889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5226463,"threshold_uncertainty_score":0.9998498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477537379754857,"score_gpt":0.402022770835331,"score_spread":0.3542690328598453,"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."}}