{"id":"W4367856691","doi":"10.1182/bloodadvances.2023009886","title":"A simple prognostic system in patients with myelofibrosis undergoing allogeneic stem cell transplantation: a CIBMTR/EBMT analysis","year":2023,"lang":"en","type":"article","venue":"Blood Advances","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"Cancer Moonshot; Moonshot Research and Development Program; National Institute of Allergy and Infectious Diseases; National Cancer Institute; Office of Naval Research; Legend Biotech; Adaptive Biotechnologies; Health Resources and Services Administration; Kite Pharma; Daiichi Sankyo Europe; Agios Pharmaceuticals; Takeda Oncology; AstraZeneca; Genentech; National Institutes of Health; MorphoSys; Invitae; Vertex Pharmaceuticals; Ono Pharmaceutical; Mazak Foundation; Cardinal Health; CareDx; BeiGene; Swedish Orphan Biovitrum; Astellas Pharma; GlaxoSmithKline; Kiadis Pharma; Pharmacyclics; bluebird bio; Sanofi; TG Therapeutics; Omeros Corporation; Medical College of Wisconsin; StemCyte; HistoGenetics; Atara Biotherapeutics; Actinium Pharmaceuticals; Gilead Sciences; Celgene; CSL Behring; Bristol-Myers Squibb; Mallinckrodt Pharmaceuticals; Sierra Oncology; Astellas Pharma US; Amgen; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; Incyte; Pfizer; Medac; Jazz Pharmaceuticals; CTI Biopharma; Be The Match Foundation","keywords":"Transplantation; Medicine; Stem cell; Myelofibrosis; Oncology; Internal medicine; Biology; Bone marrow; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009633355,0.0002553899,0.0005445985,0.0004055602,0.0001115266,0.00003205898,0.0000691716,0.0000567056,0.00001986564],"category_scores_gemma":[0.000009028186,0.0001857266,0.0001200903,0.00174232,0.00003039782,0.0001500543,0.00001502499,0.0000802242,0.00003653875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007286773,"about_ca_system_score_gemma":0.00008314384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000235196,"about_ca_topic_score_gemma":0.0005778505,"domain_scores_codex":[0.9982855,0.00007000536,0.0003680046,0.0004908679,0.0004237446,0.0003618301],"domain_scores_gemma":[0.9991021,0.0003069323,0.0001352315,0.0002290674,0.00009706579,0.0001296069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002308925,0.0005683885,0.9937829,0.0008217911,0.0006391509,0.0002106755,0.0004058469,0.001690206,0.00004034396,0.00005194583,0.000008061962,0.001549799],"study_design_scores_gemma":[0.005527932,0.00107077,0.9854984,0.0004714789,0.002886903,0.000006576727,0.0006523745,0.0001786198,0.003382551,0.00000699192,0.0001024955,0.0002148613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974128,0.0007120626,0.0001099292,0.00006058749,0.00003651973,0.0009701999,0.00008204327,0.0001534484,0.000462427],"genre_scores_gemma":[0.9979679,0.0004497627,0.0005527922,0.00004274353,0.00003093702,0.0004124555,0.000413254,0.00002875924,0.0001014257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008284451,"threshold_uncertainty_score":0.7573711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008305577184414827,"score_gpt":0.2313696764760793,"score_spread":0.2230640992916644,"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."}}