{"id":"W4390976218","doi":"10.1080/10428194.2024.2301738","title":"Management and use of healthcare resources in patients with chronic lymphocytic leukemia initiating venetoclax in routine clinical practice","year":2024,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University; Queen's University; ABB (Canada); University of Alberta; Health Sciences North; Cégep de Rimouski; Moncton Hospital; CancerCare Manitoba; Thunder Bay Regional Health Sciences Centre; Jewish General Hospital; University of Ottawa; University of Manitoba","funders":"AbbVie Canada","keywords":"Venetoclax; Ibrutinib; Medicine; Chronic lymphocytic leukemia; Tumor lysis syndrome; Internal medicine; Rituximab; Lymphoma; Oncology; Observational study; Leukemia; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000424723,0.0001140629,0.0002780898,0.0004548578,0.0006118107,0.000791154,0.0003245321,0.0002998204,0.001007024],"category_scores_gemma":[0.003316877,0.0001209913,0.0002428857,0.001441381,0.0002509101,0.0003589372,0.000355796,0.0006192547,0.00007636441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511124,"about_ca_system_score_gemma":0.002899511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1868239,"about_ca_topic_score_gemma":0.2674734,"domain_scores_codex":[0.9992781,0.0001595974,0.00007726079,0.0001006268,0.0001764349,0.0002079387],"domain_scores_gemma":[0.9981878,0.0002423549,0.001035255,0.00004084297,0.0001584937,0.0003352426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007676509,0.00005247,0.995892,0.00001733202,0.00002287473,0.00007192944,0.0001344388,0.00005653409,0.00005919198,0.00001967805,0.0002530371,0.003343797],"study_design_scores_gemma":[0.00001186729,0.00009153984,0.9983786,0.00003002995,0.00001750715,0.0002062003,0.0005438522,0.0002530115,0.00003532526,0.00002671074,0.0003994736,0.000005778719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972495,0.0008613363,0.00003523786,0.0002334256,0.000004905849,0.00002245248,0.0005932716,0.000004080541,0.0009957849],"genre_scores_gemma":[0.9991767,0.0002887936,0.00006414041,0.00007674385,0.000005971481,0.000008086227,0.0003073624,9.643201e-7,0.00007122633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1868239,"threshold_uncertainty_score":0.3714729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118174689442989,"score_gpt":0.3121649750153639,"score_spread":0.290983228120934,"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."}}