{"id":"W4386000656","doi":"10.1002/jha2.771","title":"Molecular characterization and clonal evolution in Richter transformation: Insights from a case of plasmablastic lymphoma (RT‐PBL) arising from chronic lymphocytic leukaemia (CLL) and review of the literature","year":2023,"lang":"en","type":"article","venue":"eJHaem","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Plasmablastic lymphoma; Immunophenotyping; Lymphoma; Chronic lymphocytic leukemia; Pathology; Lymphocytosis; Context (archaeology); Bone marrow; Aggressive lymphoma; Leukemia; Internal medicine; Immunology; Rituximab; Flow cytometry; Biology","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":[0.0002980695,0.0005819385,0.0007335435,0.003044145,0.0003423913,0.0009701701,0.0006149682,0.001316339,0.001027479],"category_scores_gemma":[0.0007716976,0.000305126,0.0003590581,0.00109472,0.0006022602,0.001198929,0.0005106138,0.0006579756,0.0007064258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003909546,"about_ca_system_score_gemma":0.000216362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005881554,"about_ca_topic_score_gemma":0.0007736863,"domain_scores_codex":[0.9997327,0.00002660395,0.00007599292,0.0000644783,0.00005574015,0.00004444035],"domain_scores_gemma":[0.9996405,0.0001507405,0.0000741109,0.00002299495,0.00005895027,0.00005272795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001726756,0.0001109066,0.03376264,0.002556551,0.0001027013,0.8321516,0.001045467,0.0003664296,0.02542743,0.0005389871,0.003325254,0.1004394],"study_design_scores_gemma":[0.000009367734,0.0001275354,0.02543823,0.0003882908,0.0001971641,0.9521106,0.0008814547,0.0004141621,0.002306834,0.0004415662,0.01764246,0.00004230375],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.495207,0.4798184,0.008357311,0.002247088,0.0007939527,0.000239157,0.0004636373,0.0002027596,0.01267077],"genre_scores_gemma":[0.7453833,0.2408848,0.006262418,0.002446116,0.00231621,0.00006615352,0.0006138247,0.00004022882,0.001986938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003044145,"threshold_uncertainty_score":0.003437221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008715977351772661,"score_gpt":0.2558249163241052,"score_spread":0.2471089389723325,"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."}}