{"id":"W2491175387","doi":"10.1158/1538-7445.am2016-117","title":"Abstract 117: Genetic landscapes of relapsed and refractory diffuse large B cell lymphomas","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; McGill University","funders":"","keywords":"Cancer research; Diffuse large B-cell lymphoma; Mutation; Exome sequencing; KRAS; Lymphoma; Biology; Gene; Somatic evolution in cancer; Exome; Oncology; Medicine; Genetics; Immunology","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":[0.0001258373,0.0001452221,0.0002424648,0.0007158113,0.0001553022,0.0004318398,0.0001742771,0.0002870185,0.001852737],"category_scores_gemma":[0.0003347263,0.00008587191,0.0001339934,0.0005515453,0.0002211813,0.0001546589,0.0002923342,0.0001301621,0.0002623001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055367,"about_ca_system_score_gemma":0.00007555891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002697812,"about_ca_topic_score_gemma":0.0002659743,"domain_scores_codex":[0.999858,0.00002434957,0.00001420688,0.00003941012,0.00003921493,0.00002485347],"domain_scores_gemma":[0.9998215,0.00003887562,0.00008249356,0.00001033839,0.00001500654,0.00003184954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001686464,0.0001181728,0.4839752,0.0001846518,0.0001549062,0.002778133,0.0003288534,0.0008695645,0.4836897,0.0004728989,0.0003844252,0.02535697],"study_design_scores_gemma":[0.00003363726,0.00028209,0.9724211,0.00001715543,0.00007715596,0.008922509,0.0003123011,0.001529929,0.01491815,0.0004065258,0.001070754,0.000008722874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990718,0.0002586311,0.0001104628,0.00002059987,6.30243e-7,0.000002765368,0.0001733639,0.000008443099,0.0003532187],"genre_scores_gemma":[0.9995297,0.00007424707,0.00007578731,0.00001515736,0.000001782549,0.000002718488,0.0002289081,0.000003889582,0.00006776855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001852737,"threshold_uncertainty_score":0.006198049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747784840525626,"score_gpt":0.3503774187578832,"score_spread":0.3128995703526269,"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."}}