{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267081,0.0001206102,0.0003811543,0.0002417084,0.0001413634,0.0004671772,0.0001484013,0.0003305707,0.001669696],"category_scores_gemma":[0.001498795,0.00008487407,0.0002891631,0.0002680818,0.000188923,0.0003797386,0.0002274991,0.0002370406,0.0001706704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905099,"about_ca_system_score_gemma":0.0001645175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003717572,"about_ca_topic_score_gemma":0.0006306959,"domain_scores_codex":[0.9995958,0.0001521629,0.00003361113,0.00007050427,0.0000816314,0.00006632757],"domain_scores_gemma":[0.9989747,0.0003579916,0.0004511549,0.00006273748,0.0000430212,0.0001105129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006356954,0.0001521442,0.938006,0.0001023242,0.000269558,0.0003560528,0.0000936924,0.001118393,0.01353418,0.0001002296,0.0003491149,0.03956129],"study_design_scores_gemma":[0.000210509,0.002764792,0.9922904,0.00002287163,0.0002095292,0.001112488,0.00004665902,0.000824519,0.001268828,0.0002403131,0.001003747,0.000005443125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989662,0.0004990757,0.00007379807,0.00003890926,0.000002368112,0.000004367584,0.00007936141,0.000003263501,0.0003326338],"genre_scores_gemma":[0.9996949,0.00006370294,0.00003879723,0.00003521945,0.000006529959,0.000002598023,0.00009948386,0.000001587847,0.00005721394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669696,"threshold_uncertainty_score":0.006700993,"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."}}