{"id":"W2141368628","doi":"10.1016/j.bbmt.2011.07.024","title":"Classifying Cytogenetics in Patients with Acute Myelogenous Leukemia in Complete Remission Undergoing Allogeneic Transplantation: A Center for International Blood and Marrow Transplant Research Study","year":2011,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Cancer Foundation; Princess Margaret Cancer Centre","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; Office of Naval Research; National Heart, Lung, and Blood Institute; Medical Research Council; Dana-Farber Cancer Institute","keywords":"Medicine; Cytogenetics; Internal medicine; Transplantation; Leukemia; Single Center; Oncology; Surgery; Chromosome","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006784425,0.0002332138,0.0004275204,0.0006154189,0.0001066845,0.00001199402,0.0001511522,0.0002221375,0.00001106518],"category_scores_gemma":[0.00003109921,0.0001968357,0.00004213221,0.0002373084,0.0002170581,0.0001053029,0.00001859849,0.0003474443,4.123664e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000091907,"about_ca_system_score_gemma":0.0002840516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002660704,"about_ca_topic_score_gemma":0.001417769,"domain_scores_codex":[0.9978848,0.000257917,0.0005623412,0.0005487527,0.0002993735,0.0004467784],"domain_scores_gemma":[0.9990622,0.0002513568,0.0001066171,0.0001573149,0.0002960046,0.0001264993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009890185,0.0007121487,0.8853543,0.000611217,0.0004055319,0.0002297243,0.006893396,0.000004368515,0.09474669,0.00005210285,0.000002421676,0.001097913],"study_design_scores_gemma":[0.04252986,0.005928084,0.9273828,0.0007304546,0.0008501097,0.0002867352,0.0008109016,0.0001100703,0.02090858,0.0001450805,0.00001744597,0.0002999007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997017,0.0001620061,0.0003908822,0.00008965532,0.00007196085,0.001700588,0.0004049701,0.00001655546,0.0001463337],"genre_scores_gemma":[0.9922884,0.003149674,0.003376935,0.00003822717,0.00003910476,0.0001076306,0.0009545992,0.0000305096,0.00001492597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07383811,"threshold_uncertainty_score":0.8026728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05461379470728807,"score_gpt":0.3103912514750783,"score_spread":0.2557774567677902,"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."}}