{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000804023,0.0002497885,0.00079655,0.0001925554,0.00007436772,0.00001586863,0.00008750919,0.0002655382,0.0003875704],"category_scores_gemma":[0.0001582227,0.000175746,0.0001503707,0.0003001678,0.0000600476,0.00003808856,0.00004928708,0.0001297671,0.0005645068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631485,"about_ca_system_score_gemma":0.000222602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007459424,"about_ca_topic_score_gemma":0.0004476691,"domain_scores_codex":[0.9982198,0.0001398405,0.0004816317,0.0005358662,0.000187873,0.0004349919],"domain_scores_gemma":[0.998475,0.0007925231,0.0001260755,0.0003142155,0.0000502175,0.0002420391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003593612,0.004233317,0.9787732,0.00008204425,0.0001700472,0.002276744,0.002244018,0.00004291236,0.003772444,0.003218748,0.0002076776,0.004619431],"study_design_scores_gemma":[0.006264728,0.00224973,0.9796093,0.00009738757,0.0001210147,0.0001452178,0.001501885,0.00001998577,0.001145396,0.0008865784,0.007745525,0.000213219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910204,0.001092919,0.00009536367,0.001344411,0.0002121119,0.001090483,0.000004504238,0.000075291,0.005064514],"genre_scores_gemma":[0.9936584,0.0001457195,0.004521211,0.0005420136,0.00001724973,0.0002890385,0.00002792931,0.00001881103,0.0007796197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007537847,"threshold_uncertainty_score":0.7255781,"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."}}