{"id":"W2193707124","doi":"10.1158/1078-0432.ccr-15-2123","title":"Genetic Landscapes of Relapsed and Refractory Diffuse Large B-Cell Lymphomas","year":2015,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Quebec - Clinical Research Organization in Cancer; Dalhousie University; University of British Columbia; McGill University; McGill Genome Centre; Hôpital du Sacré-Cœur de Montréal; Concordia University; BC Cancer Agency; Simon Fraser University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Cancer research; Exome sequencing; Biology; Mutation; Lymphoma; Diffuse large B-cell lymphoma; Cancer; Gene; Somatic evolution in cancer; Exome; Oncology; Medicine; Genetics; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001365594,0.0001061325,0.0004083853,0.00009736847,0.00005145714,0.00001491235,0.0001020589,0.0001533814,0.0001287075],"category_scores_gemma":[0.0006636481,0.00007516576,0.00009592807,0.0001915359,0.0002107571,0.00003359465,0.0001507634,0.0002374144,0.00005781083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600989,"about_ca_system_score_gemma":0.0007296347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004054585,"about_ca_topic_score_gemma":0.0001150071,"domain_scores_codex":[0.9979578,0.0002693104,0.0004369093,0.0003525327,0.0006245803,0.0003588557],"domain_scores_gemma":[0.9978539,0.0007637366,0.00007293472,0.0004050884,0.000361687,0.0005426958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001100986,0.006431177,0.954837,0.0001292513,0.00009090584,0.0001597472,0.0002346005,3.339752e-7,0.0001534964,0.00009134647,0.02008531,0.01668589],"study_design_scores_gemma":[0.04486763,0.003132144,0.8471973,0.0001849322,0.0001178595,0.00001339118,0.0002840628,0.0001342762,0.001456855,0.0002690822,0.1022082,0.000134313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813499,0.0129638,0.000001444236,0.0009239362,0.0001364642,0.0003336781,0.00002509412,0.00001766509,0.004247979],"genre_scores_gemma":[0.9908833,0.007130363,0.0001797627,0.00017518,0.0002727111,0.00008432996,0.00000747792,0.00002016517,0.001246729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076397,"threshold_uncertainty_score":0.3065171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875933151340006,"score_gpt":0.4801511053022541,"score_spread":0.2925577901682536,"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."}}