{"id":"W4409487670","doi":"10.1182/blood.2024028064","title":"International consensus statement on diagnosis, evaluation, and research of Richter transformation: the ERIC recommendations","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Genentech; Eli Lilly and Company; AstraZeneca; American Society of Clinical Oncology; Conquer Cancer Foundation; Gilead Sciences; BeiGene; Sanofi; Deutsche Forschungsgemeinschaft; Amgen; National Institutes of Health; Incyte","keywords":"Statement (logic); Consensus conference; Medicine; Family medicine; Political science; Law; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002060921,0.00005913282,0.0001012702,0.0002208472,0.0001160264,0.00002417811,0.000106163,0.00003513476,0.0004092116],"category_scores_gemma":[0.0006073426,0.00004055713,0.00002818854,0.0003612915,0.0001560286,0.00003045184,0.00004862076,0.0001724932,0.00001412749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136959,"about_ca_system_score_gemma":0.00195432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008653394,"about_ca_topic_score_gemma":0.00001995547,"domain_scores_codex":[0.998441,0.0002156057,0.0003000245,0.0001423482,0.0007533379,0.0001476571],"domain_scores_gemma":[0.9981878,0.0008565406,0.00003834292,0.0002368668,0.0006406231,0.00003986552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001958089,0.010487,0.01383132,0.001396142,0.004121429,0.00005586411,0.02380042,0.0001222441,0.002908278,0.05214917,0.4740372,0.4151329],"study_design_scores_gemma":[0.1478668,0.001505767,0.04676585,0.002105204,0.001122625,0.0001749778,0.006688962,0.02730171,0.08273986,0.01165785,0.671721,0.0003493266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769447,0.0006179792,0.0000410725,0.08352663,0.000194483,0.001437244,0.00003236226,0.00001531632,0.03719022],"genre_scores_gemma":[0.9976501,0.0008415121,0.0002826891,0.0002537983,0.00004637193,0.0003155553,0.00004535143,0.00000528648,0.00055928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4147835,"threshold_uncertainty_score":0.448058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10050846989221,"score_gpt":0.4492966184956321,"score_spread":0.3487881486034222,"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."}}