{"id":"W4389235322","doi":"10.1182/blood-2023-185914","title":"Large-Scale Genomic Analysis of Mutational Hotspots in Burkitt Lymphoma and Diffuse Large B-Cell Lymphoma","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canada's Michael Smith Genome Sciences Centre; Simon Fraser University","funders":"","keywords":"Biology; Diffuse large B-cell lymphoma; Exome sequencing; Exome; Deep sequencing; Computational biology; Genetics; Genome; Lymphoma; Mutation; Gene; Immunology","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":[0.0007831596,0.0003052671,0.0004199599,0.002078522,0.0003800917,0.000584429,0.0003264031,0.0003615588,0.001414049],"category_scores_gemma":[0.002153631,0.000230727,0.0003966689,0.001619412,0.0002191915,0.0001691073,0.000920917,0.0002425041,0.000429513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017811,"about_ca_system_score_gemma":0.0002989105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023112,"about_ca_topic_score_gemma":0.005230132,"domain_scores_codex":[0.9993957,0.0001234155,0.00005173327,0.0002569264,0.000105642,0.00006650099],"domain_scores_gemma":[0.9989486,0.0004185262,0.0002182609,0.0001506206,0.0001504627,0.0001134343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001897455,0.0001804774,0.7135295,0.0007329907,0.001260239,0.001423013,0.0005913488,0.003456865,0.2243777,0.0002681115,0.002708973,0.04957322],"study_design_scores_gemma":[0.00008226336,0.0001803971,0.9760283,0.0000410226,0.0003931053,0.001795669,0.0002500353,0.003900822,0.01181418,0.0003296817,0.005164361,0.00002012562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896549,0.0008688206,0.002449993,0.00004340647,0.000006962343,0.00004216446,0.006416541,0.0001245316,0.0003926888],"genre_scores_gemma":[0.960241,0.0002884061,0.006072614,0.00008232667,0.00001430353,0.00009919966,0.03275538,0.00006379227,0.0003828956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023112,"threshold_uncertainty_score":0.004730523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005150619577326275,"score_gpt":0.2216764550950434,"score_spread":0.2165258355177171,"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."}}