{"id":"W2402661058","doi":"10.1158/1078-0432.ccr-15-1790","title":"The Spectrum and Clinical Impact of Epigenetic Modifier Mutations in Myeloma","year":2016,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Cancer Institute; Wellcome Trust","keywords":"Multiple myeloma; Epigenetics; Medicine; Genetics; Biology; Cancer research; Oncology; Computational biology; Internal medicine; Gene","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":[0.001068139,0.0002044398,0.0003386482,0.0007444999,0.0002992284,0.0005017426,0.000239165,0.0004826624,0.001578775],"category_scores_gemma":[0.002123432,0.000137909,0.0001743602,0.000529899,0.0003936966,0.0002584865,0.0003993857,0.000309139,0.0002206041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118431,"about_ca_system_score_gemma":0.000194703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000436777,"about_ca_topic_score_gemma":0.0006364696,"domain_scores_codex":[0.9995314,0.0001313531,0.00004615572,0.0001181701,0.0001258847,0.00004719587],"domain_scores_gemma":[0.9989236,0.0005022002,0.0003216766,0.00007534101,0.0000695851,0.0001076649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00128729,0.00006562585,0.9524769,0.00004730983,0.00008881836,0.001304055,0.00007200266,0.0004541465,0.0219422,0.0001275692,0.0002371069,0.02189695],"study_design_scores_gemma":[0.00002743007,0.0003168585,0.9903474,0.00001322503,0.00005894466,0.004743002,0.00004855365,0.0005438525,0.003190429,0.0002027225,0.0005017981,0.000005788001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972029,0.001305976,0.0003079205,0.0001175465,0.000003380856,0.000009117018,0.00025396,0.00001918227,0.0007801026],"genre_scores_gemma":[0.9993105,0.0001799175,0.0002182565,0.00002808608,0.000006686998,0.00000439668,0.0001686824,0.00000359976,0.00007987806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001578775,"threshold_uncertainty_score":0.005648971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2643911237102731,"score_gpt":0.5900468396188847,"score_spread":0.3256557159086116,"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."}}