{"id":"W4380740721","doi":"10.1200/jco.23.00570","title":"Relapse Timing Is Associated With Distinct Evolutionary Dynamics in Diffuse Large B-Cell Lymphoma","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Vancouver General Hospital; Terry Fox Research Institute; Canada's Michael Smith Genome Sciences Centre; University of British Columbia; Queen's University; Spinal Cord Injury BC; Princess Margaret Cancer Centre; Simon Fraser University","funders":"National Cancer Institute","keywords":"Medicine; Concordance; Oncology; Cohort; Diffuse large B-cell lymphoma; Exome sequencing; Internal medicine; Somatic evolution in cancer; Autologous stem-cell transplantation; Exome; Population; Lymphoma; Biopsy; Cancer; Mutation; Gene; Biology","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":[0.0004620741,0.0001736534,0.0003327251,0.0006669572,0.0002701096,0.0005531367,0.0002581718,0.0003057617,0.0009310073],"category_scores_gemma":[0.001911097,0.0001800004,0.0002307294,0.0005861148,0.0003162701,0.0003708721,0.0005291606,0.0003589215,0.0001832089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251738,"about_ca_system_score_gemma":0.0001485406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007319326,"about_ca_topic_score_gemma":0.001066257,"domain_scores_codex":[0.9996691,0.00007859762,0.00003069526,0.0001059885,0.00005433509,0.00006129308],"domain_scores_gemma":[0.998898,0.0002317056,0.0005634176,0.00009486081,0.00007824737,0.0001337262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002880442,0.00003125189,0.9921503,0.00000698127,0.00004143366,0.0001712586,0.00009001054,0.00009987651,0.003581352,0.00002061742,0.00004160103,0.003477285],"study_design_scores_gemma":[0.000005224919,0.0000714607,0.9983669,0.000001891761,0.00001663808,0.0007438094,0.00008922874,0.0003321791,0.0002541267,0.00004419132,0.000070881,0.000003351687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996963,0.00009506517,0.00007627491,0.000009646352,8.37839e-7,0.000001890087,0.00003717948,0.000002814599,0.00008002634],"genre_scores_gemma":[0.9997875,0.00003167072,0.00004205556,0.000007060125,0.000002740903,0.000002162409,0.00009003334,0.000002520043,0.00003436277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009310073,"threshold_uncertainty_score":0.003114462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07014261780382237,"score_gpt":0.3989022687729482,"score_spread":0.3287596509691258,"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."}}