{"id":"W2789218687","doi":"10.1016/j.bbmt.2018.02.007","title":"Improving Revised International Prognostic Scoring System Pre-Allogeneic Stem Cell Transplantation Does Not Translate Into Better Post-Transplantation Outcomes for Patients with Myelodysplastic Syndromes: A Single-Center Experience","year":2018,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; International Prognostic Scoring System; Myelodysplastic syndromes; Proportional hazards model; Internal medicine; Transplantation; Hematopoietic stem cell transplantation; Hazard ratio; Oncology; Single Center; Bone marrow; Confidence interval","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":[0.0008963153,0.0002213702,0.0003774891,0.0002637387,0.0003428475,0.0004498897,0.0002514803,0.0001475734,0.0009143165],"category_scores_gemma":[0.001802517,0.0001104329,0.0001938291,0.0004574829,0.0002292998,0.0002474135,0.0004249559,0.0003619877,0.0001758103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007844219,"about_ca_system_score_gemma":0.0009406175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346941,"about_ca_topic_score_gemma":0.008555167,"domain_scores_codex":[0.9997466,0.00005767115,0.00003080929,0.00003962989,0.00008238824,0.00004286705],"domain_scores_gemma":[0.999244,0.0001205806,0.0002039453,0.00007309466,0.0001025229,0.0002558906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000674055,0.0002240142,0.9743732,0.00002334907,0.00003077837,0.0005361731,0.0002546301,0.00009816462,0.0005799868,0.00002102512,0.0004008749,0.02278376],"study_design_scores_gemma":[0.0001367871,0.001879307,0.9931644,0.00003416207,0.00005454644,0.002494178,0.0003733865,0.0004897246,0.0003489195,0.00004216293,0.0009712778,0.00001107646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992796,0.0002176347,0.00007503352,0.00003865217,0.000004003847,0.00002408562,0.00005757932,0.000003725872,0.0002997045],"genre_scores_gemma":[0.9992313,0.0002256538,0.0001848594,0.00003104893,0.00001202038,0.0000142153,0.0002010508,0.000002178965,0.00009752195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003346941,"threshold_uncertainty_score":0.006654918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122078964666029,"score_gpt":0.25513844272666,"score_spread":0.2439176530799997,"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."}}