{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226687,0.0002308835,0.0005304246,0.0003874918,0.000224566,0.000595245,0.0002381772,0.0004672349,0.0004373573],"category_scores_gemma":[0.001833754,0.0002085939,0.0007040966,0.0003092672,0.0002948115,0.000405253,0.0003399832,0.0004285552,0.0001113274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741833,"about_ca_system_score_gemma":0.0001863842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008221517,"about_ca_topic_score_gemma":0.001036137,"domain_scores_codex":[0.9991871,0.0003877683,0.00007408323,0.0001495278,0.0001047556,0.00009689828],"domain_scores_gemma":[0.9988558,0.0003223131,0.0004645379,0.0001065235,0.00005595948,0.0001948194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009649871,0.0003967544,0.9766151,0.00003720958,0.001043036,0.0003657714,0.0001564869,0.0005741639,0.002443127,0.00002872165,0.0001553534,0.00853438],"study_design_scores_gemma":[0.0008447515,0.005793732,0.9898528,0.00001190447,0.0004708153,0.0009875961,0.0001674119,0.001049823,0.0004004708,0.00004839404,0.0003570881,0.00001509711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996972,0.0001632743,0.00003110723,0.000008369275,0.000001694605,0.00000343326,0.00002844645,8.208482e-7,0.00006563969],"genre_scores_gemma":[0.9996845,0.00005477207,0.00003552589,0.00001872563,0.000007936587,0.000004923805,0.0001630271,8.402857e-7,0.00002985085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001226687,"threshold_uncertainty_score":0.006487429,"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."}}