{"id":"W3174776325","doi":"10.1002/hon.24_2879","title":"WHOLE GENOME SEQUENCING OF MATCHED PRIMARY AND RELAPSED DLBCL REVEALS DISTINCT EVOLUTIONARY DYNAMICS ASSOCIATED WITH RELAPSE TIMING","year":2021,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Simon Fraser University; Spinal Cord Injury BC","funders":"","keywords":"BCL6; Fluorescence in situ hybridization; Chromosomal translocation; Diffuse large B-cell lymphoma; Biology; Somatic evolution in cancer; Oncology; Internal medicine; Lymphoma; Cancer research; Biopsy; Liquid biopsy; Medicine; Gene; Chromosome; Genetics; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002268948,0.0001922745,0.001000412,0.00005200314,0.00009342852,0.000006475835,0.00005232939,0.0003264767,0.00008418755],"category_scores_gemma":[0.0005610176,0.0001349073,0.00009440816,0.0002310013,0.0002462745,0.0000451634,0.0001164245,0.0001901359,0.00001160449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386612,"about_ca_system_score_gemma":0.0004940759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666299,"about_ca_topic_score_gemma":0.00003845872,"domain_scores_codex":[0.9984149,0.0001914152,0.0004765664,0.0004013107,0.0002106174,0.0003051469],"domain_scores_gemma":[0.9983578,0.0007796533,0.0002672242,0.0002377486,0.0001926064,0.0001649299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007258528,0.004038412,0.9539469,0.0004726943,0.0007431476,0.01500415,0.0003974985,0.0000129411,0.01264052,0.01015061,0.0005638849,0.001303373],"study_design_scores_gemma":[0.006368734,0.00163055,0.9835749,0.0003971217,0.0004865892,0.004617857,0.0003918099,0.0004385338,0.0003610787,0.00101767,0.0005043987,0.0002107933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892737,0.001334931,0.000116957,0.002380285,0.00004472492,0.0002999654,0.00004863086,0.0000671787,0.006433649],"genre_scores_gemma":[0.9921377,0.0001075714,0.006005612,0.000540485,0.00001779721,0.00004471338,0.0005175737,0.00001718727,0.0006113753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02962795,"threshold_uncertainty_score":0.550136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055003854889202,"score_gpt":0.2769660546229304,"score_spread":0.2464160160740384,"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."}}