{"id":"W4200371186","doi":"10.1101/2021.12.05.21267216","title":"Genetic Subgroups Inform on Pathobiology in Adult and Pediatric Burkitt Lymphoma","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":12,"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":"Biology; Somatic hypermutation; Lymphoma; Germline mutation; Cancer research; Gene; Mutation; Genetics; B cell; Immunology; 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":[0.0002544638,0.0001641163,0.0002110979,0.000916739,0.0002347387,0.0005705326,0.0001591413,0.0002754574,0.001376025],"category_scores_gemma":[0.000960864,0.00007040738,0.0001853491,0.0009884462,0.0002156858,0.0003106552,0.0004256334,0.0002834039,0.0002248516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060169,"about_ca_system_score_gemma":0.0001870042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948309,"about_ca_topic_score_gemma":0.002304321,"domain_scores_codex":[0.9997514,0.00005957229,0.00002381848,0.00007293356,0.00004435895,0.00004791665],"domain_scores_gemma":[0.9994692,0.0001187381,0.0002371192,0.00003330319,0.00006840727,0.00007331376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003632669,0.00001923939,0.968605,0.0000284681,0.00005049421,0.0002506824,0.0002509398,0.0003422084,0.0159162,0.0002184853,0.0002586757,0.01369626],"study_design_scores_gemma":[0.000009399748,0.00007078187,0.9918968,0.00001550654,0.00004775949,0.00142099,0.0005815199,0.001630673,0.002103561,0.0007048259,0.001511282,0.000006860613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979337,0.000493145,0.0006071652,0.00005208966,0.000003022798,0.00001086327,0.0003057474,0.00001133365,0.000582908],"genre_scores_gemma":[0.9985672,0.0001653537,0.0005979991,0.00002877952,0.000005694123,0.000007943035,0.0005112078,0.000007120281,0.0001086531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001948309,"threshold_uncertainty_score":0.004603267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131561935130976,"score_gpt":0.2499026847086873,"score_spread":0.2367464911955897,"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."}}