{"id":"W2621632916","doi":"10.1002/hon.2437_86","title":"HIGHER MUTATIONAL BURDEN BUT DOES NOT IMPACT TREATMENT EFFICACY IN FOLLICULAR LYMPHOMA","year":2017,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Follicular lymphoma; Proportional hazards model; Oncology; Cohort; Gastroenterology; Lymphoma; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001154838,0.000289454,0.0009428262,0.00008459638,0.0001950854,0.00004184607,0.0001606739,0.0003483841,0.0009506806],"category_scores_gemma":[0.0002101739,0.0001452682,0.0003332917,0.00004491219,0.0002264895,0.00006800942,0.00008190924,0.00006659362,0.0003236965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281076,"about_ca_system_score_gemma":0.0003024433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008869795,"about_ca_topic_score_gemma":0.00007651057,"domain_scores_codex":[0.9983684,0.00009603608,0.0004014818,0.0004725944,0.0002180129,0.0004434209],"domain_scores_gemma":[0.9984704,0.0004847271,0.0002089566,0.0005253729,0.00005477654,0.000255744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002771241,0.01864321,0.7628121,0.0000525816,0.00105733,0.04427408,0.0003948263,0.00002619218,0.001923653,0.0156732,0.000757653,0.1516139],"study_design_scores_gemma":[0.01814456,0.002569476,0.956699,0.00004319226,0.0001767968,0.001076077,0.0000366919,0.00006147492,0.00516777,0.0005148307,0.0153278,0.0001823044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800476,0.0002625411,0.000002594307,0.01115595,0.0002336418,0.0006079748,0.00002520927,0.00005761422,0.00760687],"genre_scores_gemma":[0.9971181,0.0001256979,0.000615396,0.0004721219,0.0001992238,0.0002840006,0.00004698212,0.00001517643,0.001123275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1938869,"threshold_uncertainty_score":0.9999626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05205982472651983,"score_gpt":0.378643987564738,"score_spread":0.3265841628382182,"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."}}