{"id":"W3214389996","doi":"10.1182/blood-2021-147916","title":"Novel Genetic Subgroups Inform on Shared Pathobiology within Adult and Pediatric Burkitt Lymphoma","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"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":"","keywords":"Somatic hypermutation; Biology; Lymphoma; Burkitt's lymphoma; Genome; Genetics; Cancer research; Oncology; Immunology; Medicine; Gene; B cell","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":[0.0002848966,0.0001789476,0.0002568602,0.001123767,0.0002901811,0.0006381947,0.0001935619,0.0003237104,0.001694278],"category_scores_gemma":[0.0009832943,0.0001017624,0.0002027922,0.001050791,0.0003182228,0.0003231699,0.0004792794,0.000231391,0.0002614325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181393,"about_ca_system_score_gemma":0.0002658503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815637,"about_ca_topic_score_gemma":0.002226447,"domain_scores_codex":[0.9996915,0.00004674248,0.00003030507,0.0001075409,0.00006271117,0.00006134966],"domain_scores_gemma":[0.9995091,0.0001004468,0.0002204876,0.00004504684,0.00007145702,0.00005345039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004186611,0.00003019501,0.931059,0.00004864135,0.00006693858,0.0004841178,0.0004930562,0.0004592317,0.04810949,0.0003578285,0.0002661071,0.01820663],"study_design_scores_gemma":[0.00001525794,0.00009158712,0.987349,0.000017807,0.00004898604,0.003385261,0.0006918599,0.001982205,0.003845406,0.0008785658,0.001685079,0.00000889449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978891,0.0002500454,0.000969757,0.00003535734,0.000001373799,0.0000128128,0.000325101,0.00001739746,0.0004990122],"genre_scores_gemma":[0.9982339,0.00007885247,0.000942971,0.00002083721,0.000003902339,0.000008775743,0.0006081462,0.000005949319,0.00009664423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815637,"threshold_uncertainty_score":0.005667984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147619700991303,"score_gpt":0.2263760424941564,"score_spread":0.2148998454842434,"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."}}