{"id":"W4390406598","doi":"10.1080/10428194.2023.2290466","title":"Frontline therapy with bendamustine rituximab (BR) and rituximab cyclophosphamide vincristine prednisone (RCVP) confers similar long-term outcomes in patients with treatment naïve Waldenström macroglobulinemia in a real-world setting: a population-based analysis","year":2023,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia Hospital","funders":"","keywords":"Rituximab; Medicine; Bendamustine; Prednisone; Vincristine; Internal medicine; Waldenstrom macroglobulinemia; Regimen; Cyclophosphamide; Macroglobulinemia; Gastroenterology; Population; Surgery; Chemotherapy; Oncology; Lymphoma; Multiple myeloma","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006492143,0.001599948,0.003227723,0.002555459,0.0003746064,0.0002342407,0.0004197755,0.000562681,0.00009707792],"category_scores_gemma":[0.0001778591,0.001214907,0.000355227,0.00454543,0.0005918043,0.0003597235,0.0002301554,0.0003488072,0.00002685892],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.05060321,"about_ca_system_score_gemma":0.01123749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04477196,"about_ca_topic_score_gemma":0.02239502,"domain_scores_codex":[0.9917731,0.0003034224,0.001795684,0.002336979,0.001724174,0.002066644],"domain_scores_gemma":[0.9956701,0.0009211044,0.0006164357,0.001496414,0.0003832981,0.000912653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01230681,0.002177351,0.9479584,0.0004034995,0.001516209,0.002925597,0.0006409369,0.001676688,0.00004222547,0.00002965719,0.00007085556,0.03025182],"study_design_scores_gemma":[0.2306993,0.001484832,0.7228379,0.0005664999,0.0008821382,0.0001007294,0.0001371136,0.04191661,0.000281582,0.00001438244,0.0001428427,0.0009360709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946516,0.000708371,0.0000415685,0.0004457519,0.00008682634,0.002993752,0.0003351411,0.0004623909,0.0002746195],"genre_scores_gemma":[0.9917189,0.001050224,0.001548483,0.0005310577,0.0001188433,0.0005306037,0.003122454,0.0002652826,0.001114125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2251205,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378175351182073,"score_gpt":0.2816441447738777,"score_spread":0.267862391262057,"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."}}