{"id":"W3211353714","doi":"10.1182/blood-2021-146001","title":"Tumor Lysis Syndrome: Incidence, Mitigation and Management in Patients with Chronic Lymphocytic Leukemia Initiating Venetoclax in Routine Clinical Practice (DEVOTE) across Canada","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":"University of Alberta; Foothills Medical Centre; Ottawa Hospital; Moncton Hospital; Jewish General Hospital; ABB (Canada); Thunder Bay Regional Health Sciences Centre; CancerCare Manitoba","funders":"","keywords":"Medicine; Tumor lysis syndrome; Venetoclax; Interim analysis; Internal medicine; Ibrutinib; Chronic lymphocytic leukemia; Fludarabine; Chemoimmunotherapy; Incidence (geometry); Clinical trial; Leukemia; Chemotherapy; Cyclophosphamide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005541959,0.0001903037,0.0003617243,0.0008022388,0.001435037,0.001027567,0.0008397751,0.0002829328,0.0008752021],"category_scores_gemma":[0.002063277,0.0002352627,0.0003413704,0.002984406,0.0005749292,0.0002855514,0.0006479807,0.0005571914,0.0000892927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01895133,"about_ca_system_score_gemma":0.02095758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9664187,"about_ca_topic_score_gemma":0.9774648,"domain_scores_codex":[0.9990139,0.0001013896,0.00007548823,0.0001527198,0.0003278061,0.0003286416],"domain_scores_gemma":[0.9977074,0.0001446026,0.0007357021,0.00004805902,0.0006938761,0.0006703354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492184,0.00003648613,0.9938023,0.00003532231,0.00003319832,0.00008047924,0.0002429829,0.00008158547,0.0001220648,0.00004257711,0.0006220138,0.004751841],"study_design_scores_gemma":[0.00002332513,0.00008092511,0.9981738,0.00002998184,0.00002070675,0.0001254566,0.0007684371,0.0001875036,0.00003827717,0.00001211798,0.0005323055,0.000007114178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949332,0.001167861,0.00008693632,0.0002830227,0.000007875699,0.0000692217,0.00209983,0.00001016122,0.001342008],"genre_scores_gemma":[0.9980636,0.0005843103,0.000141932,0.0001234402,0.000007463563,0.00001614701,0.0008575653,0.00000225046,0.0002032462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03358132,"threshold_uncertainty_score":0.1375021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00951893093795496,"score_gpt":0.3000948973313526,"score_spread":0.2905759663933976,"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."}}