{"id":"W3029365355","doi":"10.1200/jco.2020.38.15_suppl.e24018","title":"Sarcopenia and clinical evaluation in predicting treatment tolerability and outcomes in aggressive non-Hodgkin B cell lymphoma.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Sarcopenia; Interquartile range; Internal medicine; Diffuse large B-cell lymphoma; Proportional hazards model; Clinical endpoint; Chemotherapy; Retrospective cohort study; Population; Cohort; Lymphoma; Tolerability; Hazard ratio; Oncology; Clinical trial; Adverse effect; Confidence interval","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":[0.001508453,0.0003228979,0.0003811004,0.0006370716,0.0002123852,0.0004920323,0.0002057916,0.0003671201,0.001013715],"category_scores_gemma":[0.002787693,0.0001846621,0.0004169748,0.0006311535,0.0002054317,0.000393721,0.0003989995,0.000384293,0.0001937134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533849,"about_ca_system_score_gemma":0.0001804107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007479168,"about_ca_topic_score_gemma":0.001633917,"domain_scores_codex":[0.9996445,0.0001494638,0.00005393268,0.00004776708,0.00006182593,0.00004239648],"domain_scores_gemma":[0.9983047,0.0003242561,0.0008838,0.00005355615,0.0001754013,0.0002582879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002707337,0.00002745576,0.9981676,0.00001061309,0.00002736863,0.00002590485,0.00001441899,0.00004705647,0.00006211692,0.000003300715,0.00003785348,0.001305571],"study_design_scores_gemma":[0.00001674724,0.0003605626,0.9988631,0.0000103671,0.00003323463,0.0001369492,0.00003463219,0.0003854099,0.00003546628,0.00001298371,0.0001082734,0.000002225662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988269,0.0005004456,0.00008728255,0.00003818492,0.000005986888,0.00001843522,0.0001753745,0.000002795618,0.0003445438],"genre_scores_gemma":[0.9994634,0.0001093863,0.00008312743,0.00002031581,0.00001312024,0.00001408012,0.0002079202,9.397158e-7,0.00008763944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001508453,"threshold_uncertainty_score":0.007977605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2499355642872632,"score_gpt":0.554106671130012,"score_spread":0.3041711068427488,"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."}}