{"id":"W2507166450","doi":"10.1056/nejmc1608739","title":"Genomic Classification in Acute Myeloid Leukemia","year":2016,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Myeloid leukemia; Myeloid; Computational biology; Leukemia; Genetics; Cancer research; Immunology; Biology","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":[0.003248916,0.0004119614,0.001064229,0.001301417,0.002825828,0.003093426,0.001496213,0.01909005,0.004629279],"category_scores_gemma":[0.02783785,0.0004803735,0.0007091028,0.001114137,0.002977278,0.002788864,0.001853992,0.01888868,0.003446086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003576294,"about_ca_system_score_gemma":0.002967124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004324442,"about_ca_topic_score_gemma":0.008161129,"domain_scores_codex":[0.9968721,0.001344764,0.0005267056,0.0002220709,0.0006626469,0.0003717807],"domain_scores_gemma":[0.9898726,0.006120611,0.0007752585,0.0004721832,0.001393063,0.001366377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001074106,0.0000472015,0.007015934,0.0001218061,0.00002362925,0.005762986,0.0002196076,0.0002427577,0.0003837929,0.008178034,0.9283655,0.04953144],"study_design_scores_gemma":[0.0003646745,0.0001758059,0.01347287,0.001743241,0.0001408881,0.02675715,0.001645196,0.003443894,0.001091167,0.08159548,0.8694702,0.00009938413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001524889,0.002308661,0.0002357098,0.9768237,0.01385299,0.00001389727,0.00008489558,0.00002171453,0.005133705],"genre_scores_gemma":[0.03601615,0.00545779,0.001285315,0.8052173,0.1430727,0.0000720501,0.0002763372,0.00004918674,0.008553217],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01909005,"threshold_uncertainty_score":0.02594793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364660698301582,"score_gpt":0.3068508574680038,"score_spread":0.273204250484988,"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."}}