{"id":"W4414384075","doi":"10.58931/cht.2025.4272","title":"Front-line Treatment for Chronic Lymphocytic Leukemia in 2025: Finite Duration Versus Continuous Treatment","year":2025,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Chronic lymphocytic leukemia; Malignancy; Disease; Lymphoproliferative disease; Tyrosine kinase; Hematologic malignancy; Leukemia","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":[0.001913425,0.0002173574,0.0008476756,0.0005788711,0.0002495607,0.001241625,0.0007671206,0.0005929543,0.004263262],"category_scores_gemma":[0.002258044,0.0001026546,0.0007151378,0.0008155419,0.000337967,0.0008080513,0.0003407471,0.001153263,0.0005739937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002981193,"about_ca_system_score_gemma":0.002469486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097427,"about_ca_topic_score_gemma":0.04804362,"domain_scores_codex":[0.9993231,0.0001863598,0.00009563674,0.00007559272,0.0002432874,0.00007604282],"domain_scores_gemma":[0.9990768,0.0004180832,0.0001630129,0.00001873861,0.0002289211,0.00009441692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001358491,0.00007590258,0.001637148,0.009728788,0.0003193354,0.0001014575,0.0001017838,0.0002869006,0.0009097914,0.004490342,0.01863394,0.9623561],"study_design_scores_gemma":[0.001303581,0.001618328,0.01865441,0.02937765,0.001896339,0.001542616,0.0003654074,0.000446856,0.001058208,0.003935074,0.9397202,0.00008134646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002610377,0.9891571,0.0002244953,0.003055489,0.0003831353,0.00002226886,0.0001200586,0.000006621367,0.004420538],"genre_scores_gemma":[0.04395239,0.9466775,0.001167521,0.004593835,0.0008727537,0.00006479958,0.0004653145,0.0000111708,0.002194736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01097427,"threshold_uncertainty_score":0.02182078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534443402336911,"score_gpt":0.3317999994173451,"score_spread":0.296455565393976,"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."}}