{"id":"W4302742543","doi":"10.1182/blood.2022016534","title":"Genetic subgroups inform on pathobiology in adult and pediatric Burkitt lymphoma","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia; Spinal Cord Injury BC; Simon Fraser University","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Lymphoma; Somatic hypermutation; Burkitt's lymphoma; Biology; Cancer research; Immunology; Genetics; Medicine; B cell; Antibody","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":[0.0003924915,0.0002281708,0.0002849447,0.0009571307,0.000255182,0.0007723612,0.00022357,0.0003852283,0.001451563],"category_scores_gemma":[0.001581735,0.0001267072,0.0002647886,0.001167145,0.0002828117,0.000620695,0.0005183796,0.0003949488,0.0002999862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068466,"about_ca_system_score_gemma":0.0002349431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001638861,"about_ca_topic_score_gemma":0.002128218,"domain_scores_codex":[0.9995905,0.00008895934,0.00004010859,0.0001314008,0.00007062839,0.00007842163],"domain_scores_gemma":[0.9993698,0.0001479119,0.0002873762,0.00004799356,0.00006469742,0.00008224189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003220856,0.00001238224,0.9726939,0.00003381793,0.00008300489,0.0003905766,0.0002801765,0.0002582289,0.006979858,0.0003631396,0.0003660026,0.01821694],"study_design_scores_gemma":[0.00001000905,0.00007030813,0.9901828,0.00003085448,0.00008697841,0.00259484,0.0006221461,0.0007037955,0.001041573,0.001471691,0.003174669,0.00001023057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994841,0.002495416,0.000720804,0.0001576682,0.000007916158,0.00001256975,0.0005488521,0.0000175181,0.001198153],"genre_scores_gemma":[0.9974086,0.0009370737,0.0005162955,0.00008134914,0.0000199015,0.00000924925,0.0008033624,0.0000154954,0.0002088431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638861,"threshold_uncertainty_score":0.004855931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00705122267271078,"score_gpt":0.2161619672365638,"score_spread":0.209110744563853,"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."}}