{"id":"W2738119439","doi":"10.1182/blood.v128.22.4662.4662","title":"Improving Revised International Prognostic Scoring System (IPSS-R) Pre-Allogeneic Stem Cell Transplant Does Not Translate into Better Post-Transplant Outcomes for Patients with Myelodysplastic Syndromes","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. Georges-L.-Dumont University Hospital Centre; Vancouver General Hospital; BC Cancer Agency; McMaster University; Leukemia & Lymphoma Society of Canada; University of British Columbia","funders":"","keywords":"Medicine; International Prognostic Scoring System; Cytopenia; Internal medicine; Myelodysplastic syndromes; Univariate analysis; Multivariate analysis; Oncology; Transplantation; Cumulative incidence; Bone marrow","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006899346,0.0001790659,0.0003043303,0.0004734279,0.0001816513,0.0005022556,0.0002565153,0.0001865289,0.002528924],"category_scores_gemma":[0.002368524,0.0000558167,0.0003860754,0.0006021021,0.0001760183,0.0003608122,0.0003579077,0.0005016611,0.0002632411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004855984,"about_ca_system_score_gemma":0.0005717986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419221,"about_ca_topic_score_gemma":0.005126943,"domain_scores_codex":[0.9996699,0.00005548908,0.00004229309,0.00005782368,0.0001025108,0.00007199747],"domain_scores_gemma":[0.9988004,0.000278781,0.0005008557,0.00006669707,0.0001341177,0.0002191836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003754292,0.00002224884,0.9930927,0.00002155963,0.00005009925,0.00007473834,0.00001843298,0.0001807443,0.0001996949,0.00002847467,0.0004039041,0.005532007],"study_design_scores_gemma":[0.00001839793,0.0002258959,0.9978548,0.00001560391,0.00008098091,0.0003065231,0.00004931233,0.0006820816,0.0001734892,0.0000741438,0.0005149535,0.000003816564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973643,0.0004269084,0.0001160709,0.0001260214,0.00001230341,0.000009693404,0.001034878,0.000008511335,0.0009013189],"genre_scores_gemma":[0.9985254,0.0000666276,0.00006335836,0.00001897938,0.000008826938,0.000005328615,0.001151111,0.000001542944,0.0001588088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002528924,"threshold_uncertainty_score":0.008460104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008626040680261805,"score_gpt":0.2341092952463175,"score_spread":0.2254832545660557,"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."}}