{"id":"W2947159711","doi":"10.1016/j.jgo.2019.05.017","title":"Prehabilitation in geriatric oncology","year":2019,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Malnutrition; Scopus; Sarcopenia; Cachexia; Cancer; Cancer cachexia; Tolerability; Gerontology; Geriatric oncology; Wasting; Prehabilitation; Internal medicine; MEDLINE; Physical therapy; Adverse effect","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001702391,0.0001133219,0.0007897039,0.0009987253,0.00002732277,0.000006356013,0.0001056506,0.0002922222,0.0009910167],"category_scores_gemma":[0.0003328202,0.00009770867,0.0001537778,0.0006353703,0.00003712458,0.0001350542,0.00002654839,0.0006454659,0.000192485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295234,"about_ca_system_score_gemma":0.001505003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001703323,"about_ca_topic_score_gemma":0.00001273803,"domain_scores_codex":[0.9978303,0.0003189038,0.001142377,0.0001639129,0.0002418098,0.0003026643],"domain_scores_gemma":[0.998023,0.0006269537,0.0006858353,0.0001498074,0.0003134588,0.000200895],"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":[0.0108394,0.00597803,0.6749884,0.002061001,0.0001765375,0.001603959,0.004074601,0.0001908604,0.03283621,0.00204007,0.04545687,0.219754],"study_design_scores_gemma":[0.01754751,0.01440906,0.4470437,0.0001329473,0.0001362026,0.002713665,0.0009157498,0.0001460119,0.0001555853,0.001841045,0.5147855,0.000173062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647262,0.001205908,0.00009771025,0.01485714,0.002474919,0.0005347594,0.00000108855,0.00001445434,0.01608789],"genre_scores_gemma":[0.9761993,0.0009464814,0.01903225,0.001836482,0.001203713,0.00001021877,0.000002838166,0.00002013229,0.0007485674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4693286,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171059570592307,"score_gpt":0.3842794126909809,"score_spread":0.3625688169850579,"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."}}