{"id":"W4408929030","doi":"10.6004/jnccn.2024.7259","title":"HSR25-164: Mapping Patient Reported Side-Effect Incidence to Degradation of Health-Related Quality of Life Dimensions in Lymphoma and Chronic Lymphocytic Leukemia – A Study From the Lymphoma Coalition’s 2024 Global Patient Survey on Lymphomas & CLL","year":2025,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Chronic lymphocytic leukemia; Lymphoma; Incidence (geometry); Quality of life (healthcare); Internal medicine; Leukemia; Health related quality of life; Oncology; Nursing","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":[0.002575344,0.0003299813,0.00123672,0.0002496537,0.0002530117,0.00003074148,0.0003723639,0.0001478868,0.00002216086],"category_scores_gemma":[0.004396819,0.0002205659,0.0002509418,0.002185184,0.0002291661,0.00009913316,0.0003930652,0.0002518788,0.000001878536],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.08551331,"about_ca_system_score_gemma":0.04159371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03793087,"about_ca_topic_score_gemma":0.006005204,"domain_scores_codex":[0.9911977,0.002874146,0.002906554,0.0004594992,0.002140127,0.0004219883],"domain_scores_gemma":[0.9895166,0.004931859,0.00233505,0.0005239865,0.00248491,0.0002076656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01344181,0.0009149938,0.4859235,0.0005089881,0.003191347,0.0000576389,0.002628079,0.4422808,0.0007877609,0.0004352323,0.02985145,0.01997845],"study_design_scores_gemma":[0.0168436,0.001030891,0.9715572,0.003376859,0.0001241012,0.00007050263,0.0004445644,0.005221956,0.0001597062,0.0006278591,0.0003722133,0.0001705564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843924,0.01147798,0.0000699627,0.0009343544,0.001040963,0.001882146,0.00013452,0.00001057714,0.00005710129],"genre_scores_gemma":[0.9975737,0.0002735615,0.0001136649,0.001757855,0.0001267885,0.00005755817,0.00003355408,0.00001951713,0.0000438202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4856337,"threshold_uncertainty_score":0.9684756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08067527100508136,"score_gpt":0.3747189196011525,"score_spread":0.2940436485960711,"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."}}