{"id":"W4280582101","doi":"10.1111/bjh.18241","title":"Outcomes of Hodgkin variant Richter transformation in chronic lymphocytic leukaemia and small lymphocytic lymphoma in British Columbia","year":2022,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"Servier; Gilead Sciences; AstraZeneca","keywords":"Medicine; ABVD; Internal medicine; Cohort; Population; Chronic lymphocytic leukemia; Gastroenterology; Oncology; Surgery; Chemotherapy; Leukemia; Vincristine; Cyclophosphamide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003127371,0.0002269064,0.0003669649,0.0007492329,0.001284883,0.0009814687,0.0006549837,0.000415106,0.001208353],"category_scores_gemma":[0.001432242,0.0002353817,0.0002141492,0.001570583,0.0006165525,0.0002630073,0.001089842,0.0004962506,0.0002404936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006379501,"about_ca_system_score_gemma":0.003671305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7928661,"about_ca_topic_score_gemma":0.8780164,"domain_scores_codex":[0.9996254,0.00003868997,0.00003056282,0.00006210509,0.00009561387,0.000147653],"domain_scores_gemma":[0.9989054,0.000101516,0.0002515627,0.00005408604,0.0003366727,0.0003507001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000192448,0.00002338126,0.995068,0.00001646859,0.00002658183,0.0004802547,0.0003855277,0.00009444321,0.0003486246,0.00002026111,0.0003393602,0.003004708],"study_design_scores_gemma":[0.00001259168,0.00005045228,0.9981269,0.00001661315,0.00001469434,0.0005160823,0.000651038,0.0001460405,0.00005474365,0.00002164521,0.0003810363,0.000008195014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988527,0.0001886236,0.00002144069,0.00003763773,0.000002155847,0.000009456598,0.0003691348,0.000002861579,0.0005158941],"genre_scores_gemma":[0.9989142,0.0001041472,0.00002098948,0.00003968282,0.000001876525,0.000006518224,0.0006197801,0.000002037689,0.0002906652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2071339,"threshold_uncertainty_score":0.4167075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386459798832359,"score_gpt":0.2579462476717944,"score_spread":0.2440816496834708,"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."}}