{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00191869,0.0009715083,0.001772234,0.001325804,0.0001913317,0.0003142338,0.0004137412,0.0007823922,0.00002632287],"category_scores_gemma":[0.0007489056,0.0008540585,0.0002267874,0.002114431,0.0008965192,0.001107265,0.0006974654,0.0006124561,0.00002943296],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2565877,"about_ca_system_score_gemma":0.05529311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02403466,"about_ca_topic_score_gemma":0.001113479,"domain_scores_codex":[0.9914695,0.0006624362,0.002481039,0.002046629,0.001669848,0.001670521],"domain_scores_gemma":[0.9948788,0.002279476,0.0005019633,0.001238369,0.0003349882,0.0007663952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01895686,0.0005968344,0.3653656,0.01604811,0.001738409,0.01671246,0.006821437,0.003571226,0.00006781436,0.004548104,0.001175027,0.5643982],"study_design_scores_gemma":[0.1124867,0.002883199,0.694316,0.009961909,0.0006092539,0.001668593,0.001106911,0.1517551,0.0001844775,0.0001589413,0.0235538,0.001315151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858168,0.009879924,0.00003380714,0.0001892809,0.000292343,0.002164129,0.00005023373,0.0002235644,0.00134995],"genre_scores_gemma":[0.9911109,0.004044537,0.002607719,0.0008169143,0.000312971,0.0002024344,0.0001362151,0.0002264911,0.0005418222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.563083,"threshold_uncertainty_score":0.999391,"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."}}