{"id":"W2985949593","doi":"10.1182/blood-2019-127399","title":"Recurrent Patterns of Clonal Evolution in Relapsed-Refractory DLBCL Following Treatment with R-CHOP","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Spinal Cord Injury BC; McGill University; Queen's University; Simon Fraser University","funders":"","keywords":"Diffuse large B-cell lymphoma; Oncology; Lymphoma; Internal medicine; Exome sequencing; Follicular lymphoma; Exome; Medicine; Cancer research; Mutation; Biology; Gene; Genetics","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":[0.0002509725,0.00008066162,0.0002302357,0.0006848775,0.0001419239,0.0003439095,0.0002286259,0.0001935548,0.0008216019],"category_scores_gemma":[0.001088756,0.00008030757,0.0001275321,0.000457108,0.0001762295,0.0001302464,0.0002591476,0.0001670809,0.0001751774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002811259,"about_ca_system_score_gemma":0.00009070331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201331,"about_ca_topic_score_gemma":0.001299889,"domain_scores_codex":[0.9997504,0.00004838023,0.00002090092,0.00007141336,0.00005646483,0.00005239183],"domain_scores_gemma":[0.9995019,0.0001349571,0.0001802098,0.00004421671,0.00006848497,0.00007016322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001992469,0.00009046172,0.8995229,0.00005734944,0.00007530695,0.004364027,0.000633686,0.0003081663,0.06237837,0.00007290534,0.0002791609,0.03022518],"study_design_scores_gemma":[0.00002362992,0.0003980564,0.9902284,0.000006031318,0.00003098875,0.005079839,0.0001909407,0.0004427884,0.002765038,0.00004495334,0.0007846292,0.000004739145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992021,0.0002586932,0.00009032616,0.00001203777,0.000001369478,0.000009757635,0.0001300764,0.000006353001,0.0002894848],"genre_scores_gemma":[0.9994358,0.00006613386,0.00009688618,0.0000180042,0.000003302949,0.000006480924,0.0002638093,0.000002313707,0.0001072472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001201331,"threshold_uncertainty_score":0.002748489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009572199138379733,"score_gpt":0.2421631100446961,"score_spread":0.2325909109063163,"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."}}