{"id":"W4391111985","doi":"10.1053/j.seminhematol.2024.01.008","title":"Looking to achieve cure the first time around for DLBCL patients who are older and/or with co-morbidities","year":2023,"lang":"en","type":"article","venue":"Seminars in Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"Genentech; Roche","keywords":"Rituximab; Prednisone; Medicine; Cyclophosphamide; Vincristine; Internal medicine; Lymphoma; Oncology; Diffuse large B-cell lymphoma; Malignancy; Intensive care medicine; Chemotherapy","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":[0.00009585307,0.0001603956,0.0004086594,0.0001110118,0.0001210955,0.00001599505,0.00007150393,0.00009022495,0.00002452174],"category_scores_gemma":[0.00007860721,0.00009006354,0.00003754404,0.0001931052,0.00009292916,0.00003357268,0.00005405073,0.00006418517,0.00005235322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000814017,"about_ca_system_score_gemma":0.00003594864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000251936,"about_ca_topic_score_gemma":0.0001442745,"domain_scores_codex":[0.9990943,0.00001902951,0.0001828427,0.0002729027,0.0001265934,0.0003043219],"domain_scores_gemma":[0.9990705,0.0005284267,0.00006957934,0.000221859,0.00004395227,0.00006569464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006100585,0.0003408157,0.9267645,0.0002548015,0.00009578491,0.0003025527,0.002716671,0.000006309519,0.000001523929,0.0004682417,0.06657919,0.001859504],"study_design_scores_gemma":[0.01737174,0.005335832,0.8875124,0.007090488,0.0003679009,0.001045149,0.006870399,0.000696391,0.002130125,0.0007757443,0.07017422,0.000629575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915798,0.0004869362,0.000005191204,0.006302987,0.0000863059,0.001067547,0.00004265496,0.00004240218,0.0003861201],"genre_scores_gemma":[0.9962959,0.0002335286,0.0001691266,0.001279472,0.00004985726,0.0006670607,0.0000728085,0.00003074612,0.001201464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03925211,"threshold_uncertainty_score":0.3672685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401918856491189,"score_gpt":0.2852982883684454,"score_spread":0.2712790998035335,"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."}}