{"id":"W4389219628","doi":"10.1182/blood-2023-185220","title":"Post Allogeneic Stem Cell Transplant Outcomes Following Response to Hypomethylating Agent Therapy in Myelodysplastic Syndromes Are Predicted By Persistent International Prognostic Scoring System-Molecular Risk","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genentech; Sierra Oncology; Daiichi Sankyo Europe; Gilead Sciences; Servier; Juno Therapeutics; Astellas Pharma; Syndax Pharmaceuticals; Incyte; CTI Biopharma; bluebird bio; CareDx; Agios Pharmaceuticals; Sarepta Therapeutics; Vertex Pharmaceuticals; Swedish Orphan Biovitrum; Omeros Corporation; Celgene; BioCryst; Astex Pharmaceuticals; Alexion Pharmaceuticals; Jazz Pharmaceuticals; Regeneron Pharmaceuticals; AstraZeneca; Bristol-Myers Squibb; GlaxoSmithKline; Amgen","keywords":"Decitabine; Medicine; International Prognostic Scoring System; Internal medicine; Hypomethylating agent; Myelodysplastic syndromes; Azacitidine; Oncology; Bone marrow","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004399396,0.0001375643,0.0002140561,0.0003356372,0.0001638548,0.0003517378,0.0001866086,0.000213442,0.001675754],"category_scores_gemma":[0.000929021,0.0000783127,0.0002274271,0.0003052285,0.0001917197,0.0002844322,0.000381361,0.0003416758,0.0002423479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459804,"about_ca_system_score_gemma":0.0001875011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004931246,"about_ca_topic_score_gemma":0.0009129737,"domain_scores_codex":[0.9998133,0.00004236738,0.00002405279,0.00004127298,0.00004114745,0.00003795691],"domain_scores_gemma":[0.9991282,0.0001258705,0.0004789513,0.00003163523,0.00004626259,0.0001892191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002084682,0.00008411323,0.9918413,0.00001545497,0.00004185525,0.0001324355,0.00005037367,0.000158784,0.0005925868,0.0000259158,0.0001477097,0.004824793],"study_design_scores_gemma":[0.00004969918,0.001166214,0.9973323,0.000009671689,0.00004115988,0.0003968733,0.00004981695,0.0003484974,0.0003337184,0.00005400622,0.0002144808,0.000003554495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993317,0.00009884597,0.0000468258,0.00001787081,0.000002306878,0.00001172573,0.0002343595,0.000001701138,0.0002548686],"genre_scores_gemma":[0.9992753,0.00004535859,0.00004224028,0.00001230431,0.000008913085,0.00001413861,0.0004731673,6.979903e-7,0.0001277992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001675754,"threshold_uncertainty_score":0.005605936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856950648809527,"score_gpt":0.2652640274225476,"score_spread":0.2466945209344523,"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."}}