{"id":"W2511310313","doi":"10.1182/blood.v112.11.3179.3179","title":"Richter Transformation of Chronic Lymphocytic Leukemia: Incidence, Risk Factors and Outcome","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Medicine; Chronic lymphocytic leukemia; Cytopenia; Internal medicine; Univariate analysis; Gastroenterology; Incidence (geometry); Lymph node; Stage (stratigraphy); Leukemia; Surgery; Multivariate analysis; Bone marrow","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003336825,0.00008584752,0.0001807737,0.0006428206,0.0001823336,0.0004899823,0.0001229639,0.0001804036,0.001676438],"category_scores_gemma":[0.001547322,0.0000626085,0.0002315241,0.0008760265,0.0001699591,0.0003845231,0.0003089934,0.0002254613,0.0001645892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730666,"about_ca_system_score_gemma":0.000143094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133055,"about_ca_topic_score_gemma":0.0009532215,"domain_scores_codex":[0.9997957,0.0000526818,0.00003267053,0.00002935777,0.00004413146,0.00004550768],"domain_scores_gemma":[0.9983546,0.0003598557,0.0009610291,0.00005166134,0.0001092305,0.0001635139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055101,0.000008185025,0.998109,0.000008682266,0.00001274029,0.0001506941,0.00001271732,0.00001632834,0.00006044519,0.000007294423,0.00005364342,0.001454691],"study_design_scores_gemma":[0.00001171565,0.0001352494,0.9959801,0.00002013068,0.00002854701,0.002818222,0.0001502937,0.0003005529,0.0001543738,0.00005038911,0.0003463138,0.000004058135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982772,0.0008287748,0.00007305097,0.00004096952,0.000003138527,0.000005549848,0.000283505,0.000003483711,0.0004845051],"genre_scores_gemma":[0.9994573,0.0001757811,0.00002201315,0.00001029555,0.000007328608,0.000002291262,0.0002645197,6.132663e-7,0.00005975241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676438,"threshold_uncertainty_score":0.005608261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477005049807477,"score_gpt":0.2800227291679316,"score_spread":0.2552526786698568,"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."}}