{"id":"W2949969572","doi":"10.1002/hon.4_2629","title":"IDENTIFYING MUTATIONS ENRICHED IN RELAPSED‐REFRACTORY DLBCL TO DERIVE GENETIC FACTORS UNDERLYING TREATMENT RESISTANCE","year":2019,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; McGill University; Queen's University; Genome British Columbia; Princess Margaret Cancer Centre; Simon Fraser University","funders":"","keywords":"Oncology; Diffuse large B-cell lymphoma; Internal medicine; Exome sequencing; Population; Exome; Medicine; Lymphoma; Germline mutation; Cohort; 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":[0.0002292688,0.0001450317,0.0002636447,0.0005983601,0.0002085625,0.0003827795,0.0001681941,0.0002455324,0.001865802],"category_scores_gemma":[0.0005143892,0.00009175866,0.0001622575,0.0004507694,0.0001406549,0.0001035169,0.0001949748,0.0001901965,0.0002990131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374937,"about_ca_system_score_gemma":0.0001200744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006745346,"about_ca_topic_score_gemma":0.001083351,"domain_scores_codex":[0.9998525,0.00002482959,0.00001812834,0.00004775188,0.00003118275,0.00002548759],"domain_scores_gemma":[0.9998112,0.00004583133,0.00007353663,0.00001868398,0.00002183254,0.00002897819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002060824,0.0001649856,0.867972,0.00008237879,0.00009286003,0.0009437846,0.0002113625,0.0004388157,0.1056712,0.00007009757,0.0003519331,0.02193982],"study_design_scores_gemma":[0.0001003243,0.0005462978,0.9799318,0.0000128643,0.00009379948,0.003089071,0.0001305281,0.001011386,0.01373544,0.00008459987,0.001257807,0.000006110046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992607,0.0001738119,0.0001138769,0.00001226221,9.993711e-7,0.00001403575,0.0002312038,0.000007327593,0.0001858299],"genre_scores_gemma":[0.9990238,0.00005220647,0.0002694266,0.00002698708,0.000002363874,0.00001486191,0.0004852824,0.000003354878,0.0001216563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001865802,"threshold_uncertainty_score":0.006241739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08466862076756414,"score_gpt":0.3714651027956474,"score_spread":0.2867964820280832,"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."}}