{"id":"W2884841488","doi":"10.1038/s41408-018-0103-6","title":"High expression of HMGA2 independently predicts poor clinical outcomes in acute myeloid leukemia","year":2018,"lang":"en","type":"article","venue":"Blood Cancer Journal","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institute for Research in Immunology and Cancer; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Medical Research Council; Université de Montréal; King's College London; Cancer Research UK; Compute Canada; National Institute for Health and Care Research; Leukemia and Lymphoma Society; Genome Canada; Blood Cancer UK; McGill University; Génome Québec","keywords":"Internal medicine; Oncology; Medicine; Myeloid leukemia; Cytogenetics; Cohort; Clinical trial; HMGA2; Biology; Gene; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001451709,0.0002737501,0.0009379486,0.0004226607,0.0001238836,0.00003932061,0.0004985539,0.0003715025,0.001065639],"category_scores_gemma":[0.0004567402,0.0002010188,0.0002887042,0.0003955493,0.0003613089,0.0002579335,0.0002509253,0.001859296,0.00004443636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000664908,"about_ca_system_score_gemma":0.002962518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000471312,"about_ca_topic_score_gemma":0.0001550036,"domain_scores_codex":[0.9961334,0.0002548399,0.001295004,0.0004183666,0.00121954,0.0006787803],"domain_scores_gemma":[0.9977711,0.0001912275,0.0004930623,0.000463746,0.0005232795,0.0005575961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00223722,0.0007224733,0.9295992,0.00006415074,0.0008200608,0.0009536013,0.0003808854,0.00000797776,0.03478479,0.00002033633,0.01572653,0.01468275],"study_design_scores_gemma":[0.02518163,0.002824824,0.7988568,0.001039716,0.0006358993,0.001186392,0.0001617492,0.0001184933,0.16763,0.0002096117,0.001849425,0.0003054922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956731,0.0005546344,0.000118442,0.001564141,0.001022731,0.0003934828,0.0000448369,0.00003335804,0.0005952831],"genre_scores_gemma":[0.9897695,0.002335227,0.003006988,0.0008906737,0.002175228,0.00002898708,0.00000721065,0.0000566806,0.001729554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328452,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007406853425897,"score_gpt":0.3631047606822544,"score_spread":0.3330306921479954,"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."}}