{"id":"W4309246311","doi":"10.1002/cam4.5421","title":"Molecular characterization of <scp>AML‐MRC</scp> reveals <scp><i>TP53</i></scp> mutation as an adverse prognostic factor irrespective of <scp>MRC</scp>‐defining criteria, <scp><i>TP53</i></scp> allelic state, or <scp><i>TP53</i></scp> variant allele frequency","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Leukemia and Lymphoma Research; Leukemia and Lymphoma Society of Canada; Cancer Research Society","keywords":"Neuroblastoma RAS viral oncogene homolog; Allele; Myeloid leukemia; Internal medicine; Medicine; Oncology; Mutation; Cancer research; Biology; Genetics; Cancer; Gene; KRAS","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004544058,0.002868245,0.00506409,0.003129745,0.001143831,0.0002007996,0.002754493,0.001274216,0.000753062],"category_scores_gemma":[0.03449759,0.002705712,0.000936482,0.006163901,0.00188217,0.001854129,0.001371007,0.004234089,0.0002101976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003662648,"about_ca_system_score_gemma":0.006189227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180746,"about_ca_topic_score_gemma":0.0003109146,"domain_scores_codex":[0.9768226,0.002760575,0.005180602,0.004249173,0.00655236,0.004434733],"domain_scores_gemma":[0.9763531,0.008627954,0.004526459,0.003521554,0.004160055,0.002810864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002569489,0.002294522,0.01346766,0.003664687,0.002959972,0.00589018,0.05836715,0.0007677289,0.8657221,0.0009721561,0.04257485,0.003061995],"study_design_scores_gemma":[0.06096486,0.03648771,0.2046373,0.009202085,0.008703367,0.005135037,0.1223412,0.009039667,0.3482758,0.005839014,0.1880552,0.001318726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967993,0.006722878,0.003143574,0.00080778,0.002408779,0.008021024,0.003359358,0.0008521577,0.006691427],"genre_scores_gemma":[0.9592113,0.004834198,0.002628564,0.005249674,0.00237707,0.003791549,0.00815197,0.001255889,0.01249976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5174464,"threshold_uncertainty_score":0.9994448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322975246219321,"score_gpt":0.3145920525268237,"score_spread":0.2913623000646304,"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."}}