{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002217334,0.0003308482,0.000473738,0.0003215427,0.0001667052,0.00003365941,0.0001632046,0.0002100637,0.00001028167],"category_scores_gemma":[0.00001609669,0.0002360418,0.0001001075,0.0001294831,0.0002802854,0.0003108105,0.000008030504,0.0001486005,0.000001963398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006619318,"about_ca_system_score_gemma":0.00009673671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009434682,"about_ca_topic_score_gemma":0.00009393751,"domain_scores_codex":[0.9979441,0.0001115806,0.0006466999,0.0006046475,0.0003094639,0.0003835453],"domain_scores_gemma":[0.9987156,0.0002776891,0.0002674345,0.0001683671,0.0004424823,0.000128364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006994944,0.0003055875,0.3672167,0.007055599,0.0002745323,0.00003857768,0.00615956,0.00000252854,0.6056569,0.00002915161,4.667558e-7,0.006265447],"study_design_scores_gemma":[0.03499558,0.008803223,0.4765858,0.003215565,0.003649043,0.0006420069,0.0008875685,0.0006816194,0.4696541,0.0000171413,0.0000188652,0.0008495506],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744025,0.00004639939,0.02242251,0.0001762508,0.000296939,0.001918917,0.0006258626,0.00007951534,0.00003114178],"genre_scores_gemma":[0.9920813,0.000200035,0.005813503,0.0001007929,0.00008730964,0.0002616365,0.001382874,0.00004400873,0.00002848216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1360028,"threshold_uncertainty_score":0.9625505,"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."}}