{"id":"W4405039051","doi":"10.1182/blood-2024-204328","title":"Clinical Characteristics and Outcomes of Aggressive Transformation in Splenic Marginal Zone Lymphoma: An International Study of 111 Patients","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Splenic marginal zone lymphoma; Medicine; Lymphoma; Aggressive lymphoma; Internal medicine; Oncology; Splenectomy; Spleen; Rituximab","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":[0.000587265,0.0002844705,0.0002916374,0.0009489558,0.0003725306,0.0005820023,0.0003546966,0.0003019244,0.001099698],"category_scores_gemma":[0.001238937,0.0002962885,0.0003345496,0.00134471,0.0004186919,0.0005490985,0.0006804466,0.0005119601,0.0002501021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463613,"about_ca_system_score_gemma":0.0003108549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489447,"about_ca_topic_score_gemma":0.002373602,"domain_scores_codex":[0.9995858,0.00007859707,0.00005864716,0.0001455225,0.00006074652,0.00007073052],"domain_scores_gemma":[0.9988629,0.0001548675,0.000620304,0.00009961305,0.00006805872,0.0001943259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012435,0.00002039536,0.9987763,0.00000641159,0.00001947039,0.00008087024,0.00008934189,0.00003038285,0.00008508469,0.000009048874,0.00008289618,0.0006987678],"study_design_scores_gemma":[0.00002096652,0.0001083514,0.9984441,0.000009100768,0.00002650164,0.0006551465,0.0002528139,0.0001217392,0.00004854763,0.00001375883,0.0002941396,0.000004812288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990968,0.0001165421,0.00004427591,0.00001614397,0.000001642599,0.00001032072,0.0005135172,0.000001762948,0.0001989935],"genre_scores_gemma":[0.9985908,0.0001176421,0.00005815275,0.00002266576,0.000006344841,0.00002001612,0.001127538,0.000001976323,0.00005500465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002489447,"threshold_uncertainty_score":0.004949927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875489662566969,"score_gpt":0.32644066873014,"score_spread":0.3076857721044703,"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."}}