{"id":"W4389247375","doi":"10.1182/blood-2023-172972","title":"CD79 Expression Is Associated with Cell-of-Origin and Outcome in Diffuse Large B-Cell Lymphoma","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Spinal Cord Injury BC","funders":"","keywords":"Diffuse large B-cell lymphoma; Medicine; Internal medicine; Rituximab; Oncology; Cohort; Lymphoma; Immunohistochemistry; Pathology","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":[0.0002743142,0.0001572024,0.0002147044,0.0006741208,0.0002429693,0.0005950494,0.0002341535,0.0002609078,0.001251145],"category_scores_gemma":[0.0006855917,0.0001012074,0.0001573699,0.0007476706,0.0002637568,0.0002818204,0.0004192638,0.000275554,0.0003516613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287764,"about_ca_system_score_gemma":0.0001328172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00062213,"about_ca_topic_score_gemma":0.001126616,"domain_scores_codex":[0.9997916,0.00003256234,0.00001914964,0.00006481991,0.00004582008,0.00004608754],"domain_scores_gemma":[0.999552,0.00004737036,0.0002162512,0.00002707213,0.00005427859,0.0001030285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003425761,0.00002180444,0.9903553,0.00001883378,0.00005089982,0.0001433483,0.00003770683,0.00006984064,0.00461253,0.00002716851,0.0001882381,0.004131938],"study_design_scores_gemma":[0.000009227664,0.00004758766,0.9974523,0.000005880224,0.0000416988,0.0006414839,0.0001008456,0.0002954206,0.000626442,0.00007373347,0.0007013911,0.000003911668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985864,0.000560898,0.00008468072,0.00002932919,0.000003586782,0.00000389239,0.0002043219,0.00000571175,0.0005211903],"genre_scores_gemma":[0.9993324,0.0001134444,0.0000560782,0.00001652636,0.000007853859,0.000005351598,0.0003111651,0.000004285188,0.0001528856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001251145,"threshold_uncertainty_score":0.004185438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778400099898354,"score_gpt":0.2615111194395199,"score_spread":0.2437271184405364,"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."}}