{"id":"W2145295241","doi":"10.1634/theoncologist.2009-0265","title":"Changes in Functional Performance Measures in Adults Undergoing Chemoradiation for Primary Malignant Glioma: A Feasibility Study","year":2010,"lang":"en","type":"article","venue":"The Oncologist","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Cancer Institute; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Cohort; Quality of life (healthcare); Glioma; Cardiorespiratory fitness; Prospective cohort study; Internal medicine; Physical therapy; Cohort study; Magnetic resonance imaging; Radiology","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":[0.001663743,0.00008394191,0.0002036742,0.0001181057,0.000111829,0.000009192869,0.00006706138,0.00006893174,0.00002377056],"category_scores_gemma":[0.0002889104,0.00005872859,0.00002396471,0.00021366,0.00007146693,0.00004741804,0.00002295503,0.0002859477,0.000004599075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003483549,"about_ca_system_score_gemma":0.0002387357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116985,"about_ca_topic_score_gemma":0.01708769,"domain_scores_codex":[0.9991184,0.00006206331,0.0002372067,0.0002023906,0.0001743078,0.0002056448],"domain_scores_gemma":[0.9993851,0.0002307995,0.00008163602,0.0001845232,0.00007320513,0.00004472055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003320924,0.00175174,0.9747646,0.0006296283,0.000007570752,0.00001412959,0.001038831,0.00001369753,0.005303144,0.0001260961,0.0002461902,0.01278349],"study_design_scores_gemma":[0.006714,0.0008146688,0.9898534,0.0001354858,0.00001159679,0.00002104744,0.0008993419,0.0004895051,0.0004808604,0.0001710029,0.0003433397,0.00006575046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98952,0.00006125595,0.00002914718,0.007579499,0.0003209816,0.001813834,0.000003377278,0.00003352138,0.0006383874],"genre_scores_gemma":[0.9981729,0.00003622495,0.0003739711,0.0007379357,0.0002490862,0.00033785,0.0000162752,0.000008100505,0.00006761418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01697599,"threshold_uncertainty_score":0.9535331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0867454477016953,"score_gpt":0.3512226936716508,"score_spread":0.2644772459699555,"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."}}