{"id":"W4297464661","doi":"10.3390/curroncol29100560","title":"A Canadian Perspective on the Treatment of Waldenström Macroglobulinemia","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fluidigm (Canada); Princess Margaret Cancer Centre; Foothills Medical Centre; Impact; University of Calgary; Spinal Cord Injury BC; Nova Scotia Health Authority; Dalhousie University; Jewish General Hospital","funders":"","keywords":"Medicine; Lymphoplasmacytic Lymphoma; Rituximab; Bendamustine; Ibrutinib; Waldenstrom macroglobulinemia; Chemoimmunotherapy; Bortezomib; Bruton's tyrosine kinase; Oncology; Purine analogue; Fludarabine; Internal medicine; Immunology; Multiple myeloma; Lymphoma; Chronic lymphocytic leukemia; Tyrosine kinase; Chemotherapy; Leukemia; Cyclophosphamide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003422231,0.000787368,0.0007680503,0.001925217,0.004076465,0.003383638,0.001534249,0.005797646,0.02156614],"category_scores_gemma":[0.005441478,0.0002872427,0.0007934119,0.002888646,0.002814552,0.002240578,0.001387426,0.007002744,0.003121296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03575955,"about_ca_system_score_gemma":0.1132988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7930659,"about_ca_topic_score_gemma":0.9194454,"domain_scores_codex":[0.9971923,0.0004658178,0.0001699267,0.0001944382,0.001399583,0.000577995],"domain_scores_gemma":[0.9881538,0.0007765376,0.0003807726,0.0001012805,0.006782302,0.003805394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009271157,0.00005061469,0.0008212588,0.0006413353,0.00002390809,0.0006053342,0.0002450462,0.0002163263,0.0004323848,0.01176465,0.8729954,0.112111],"study_design_scores_gemma":[0.00003251062,0.00003355932,0.001051103,0.0007530184,0.0000229679,0.0004757818,0.0002400153,0.00004316707,0.00004599943,0.001255073,0.9960223,0.00002455465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006628524,0.2185555,0.0003847777,0.7215877,0.01420631,0.00003013293,0.0002583234,0.00005159826,0.04426279],"genre_scores_gemma":[0.01884841,0.6121321,0.003145425,0.3061518,0.01795211,0.00004785696,0.0003703402,0.00006698967,0.04128497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2069341,"threshold_uncertainty_score":0.4163055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020832231308342,"score_gpt":0.4293196667292178,"score_spread":0.3272364435983837,"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."}}