{"id":"W3213015981","doi":"10.1182/blood-2021-146738","title":"Frontline Therapy with Bendamustine-Rituximab (BR) in Patients with Treatment-Naïve Waldenstrom's Macroglobulinemia Confers Similar Long-Term Outcomes to R-CVP in a Real-World Setting: A Population-Based Analysis","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Rituximab; Medicine; Bendamustine; Waldenstrom macroglobulinemia; Internal medicine; Population; Macroglobulinemia; Prednisone; Oncology; Lymphoplasmacytic Lymphoma; Vincristine; Cyclophosphamide; Lymphoma; Immunology; Chemotherapy; 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":[0.0009085984,0.0002078706,0.0005293957,0.0004237557,0.0002370544,0.0007960777,0.0003935495,0.000428613,0.001186135],"category_scores_gemma":[0.00190451,0.0001545149,0.000881245,0.0005969407,0.0002182962,0.0003961507,0.0003326978,0.000526521,0.0002015163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005963237,"about_ca_system_score_gemma":0.0004124598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003070602,"about_ca_topic_score_gemma":0.005616014,"domain_scores_codex":[0.9992778,0.0002466925,0.00006341687,0.0001810514,0.0001245427,0.0001066383],"domain_scores_gemma":[0.9983481,0.0002939994,0.0008128855,0.0001396847,0.0001282558,0.000277068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01515564,0.0003778282,0.9662602,0.00008752172,0.002339928,0.0002428482,0.00007484452,0.0003353156,0.001482254,0.0000432893,0.0009370031,0.0126633],"study_design_scores_gemma":[0.0008569196,0.002721796,0.9926565,0.00003448399,0.001163974,0.0004149038,0.000112603,0.0009216915,0.0001906619,0.0000745102,0.0008396039,0.00001228035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982299,0.0009044869,0.00006452663,0.0000456717,0.00000763566,0.00001161607,0.0004364234,0.00000375115,0.0002959271],"genre_scores_gemma":[0.9990031,0.0001467817,0.00003569696,0.0000587901,0.00001590896,0.00000845233,0.0006393143,0.0000015493,0.000090369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003070602,"threshold_uncertainty_score":0.006105423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860864366509259,"score_gpt":0.308143772436998,"score_spread":0.2895351287719055,"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."}}