{"id":"W2089219853","doi":"10.1097/01.ncc.0000290818.45066.00","title":"Critical Evaluation of Nutrition Screening Tools Recommended for Oncology Patients","year":2007,"lang":"en","type":"review","venue":"Cancer Nursing","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Malnutrition; Oncology nursing; Quality of life (healthcare); Clinical Oncology; Internal medicine; Intensive care medicine; Position paper; Oncology; Cancer; Nursing; Nurse education; Pathology","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":[0.001294918,0.0002024168,0.001299194,0.0003395105,0.0001106189,0.0000130435,0.00006125138,0.0003948594,0.0001413175],"category_scores_gemma":[0.000702596,0.0002004479,0.0002924706,0.0002379357,0.00007642747,0.00008575209,0.000007745865,0.0003541582,0.000002186246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112146,"about_ca_system_score_gemma":0.000789289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003918471,"about_ca_topic_score_gemma":0.000001263635,"domain_scores_codex":[0.9978414,0.0002098981,0.0008715988,0.0003123769,0.0004203155,0.0003444326],"domain_scores_gemma":[0.9973922,0.0006991954,0.0003655371,0.0001726643,0.001212032,0.0001584135],"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":[0.0001055462,0.0005329731,0.000007821626,0.03647612,0.00003530375,5.744444e-7,0.00006888866,1.099531e-7,6.285715e-7,0.0001368556,0.003492188,0.959143],"study_design_scores_gemma":[0.002896688,0.0003144411,0.00002732355,0.149714,0.002294934,0.00000931761,0.00007640643,0.0001104537,0.00001126957,0.0004043607,0.8439981,0.0001426361],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009433365,0.9887851,0.003128329,0.0009063045,0.002069631,0.003339153,0.0001154377,0.00003083887,0.001615774],"genre_scores_gemma":[0.00007083218,0.9812988,0.01534004,0.0003848498,0.001161347,0.000825024,0.0008533482,0.00005120974,0.0000145666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9590003,"threshold_uncertainty_score":0.8174029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5959964272108965,"score_gpt":0.6367959309509368,"score_spread":0.04079950374004027,"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."}}