{"id":"W4225696246","doi":"10.3389/fmed.2022.801632","title":"Maintenance With Hypomethylating Agents After Allogeneic Stem Cell Transplantation in Acute Myeloid Leukemia and Myelodysplastic Syndrome: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute; Vancouver General Hospital","funders":"","keywords":"Medicine; Decitabine; Internal medicine; Myeloid leukemia; Meta-analysis; Cumulative incidence; Myelodysplastic syndromes; Transplantation; Oncology; Hematopoietic stem cell transplantation; Incidence (geometry); Bone marrow","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003123835,0.00101121,0.01501402,0.002702094,0.00008395136,0.00002572631,0.0003903039,0.000322511,0.0003236231],"category_scores_gemma":[0.0001883445,0.0006165186,0.0006208626,0.004065325,0.0003340222,0.0001366388,0.000141038,0.001732075,0.000004147701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889664,"about_ca_system_score_gemma":0.0005704977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009758677,"about_ca_topic_score_gemma":0.00004583014,"domain_scores_codex":[0.9930156,0.001389137,0.002264044,0.001328721,0.001214574,0.0007878833],"domain_scores_gemma":[0.9970496,0.0007194054,0.0009010708,0.0008828208,0.00007866052,0.0003684467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000129309,0.00003322477,0.0002447654,0.9273672,0.05955097,0.007469316,0.0005227831,0.000006535654,2.956071e-7,9.321005e-7,0.0004161,0.004258625],"study_design_scores_gemma":[0.001942681,0.0004960336,0.0002288929,0.1089556,0.8795144,0.002845252,0.0004003722,0.0001657594,1.541101e-7,0.000004124765,0.004868275,0.0005784623],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002374369,0.9916666,0.0009927119,0.0002401362,0.00007840213,0.006530514,0.0001293928,0.00003068626,0.00009412562],"genre_scores_gemma":[0.0003214078,0.9905187,0.002433802,0.0006367232,0.00001898094,0.003480435,0.0003790816,0.0001316951,0.002079096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8199634,"threshold_uncertainty_score":0.9996286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126380536778976,"score_gpt":0.3106706544545345,"score_spread":0.2694068490867447,"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."}}