{"id":"W3012453658","doi":"10.1038/s41409-020-0854-0","title":"Myeloablative conditioning for allo-HSCT in pediatric ALL: FTBI or chemotherapy?—A multicenter EBMT-PDWP study","year":2020,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Academy of Military Medical Sciences; Centre hospitalier universitaire Sainte-Justine; Nanfang Hospital; Medizinische Universität Graz; Southern Medical University; Universitätsklinikum Jena; Università di Pisa; Hospital for Sick Children; Karl-Franzens-Universität Graz; Hacettepe Üniversitesi; Gazi Üniversitesi; Assistance publique-Hôpitaux de Paris; Universiteit Leiden; Helsingin ja Uudenmaan Sairaanhoitopiiri; Turun Yliopistollinen Keskussairaala; Uniwersytet Jagielloński Collegium Medicum; American Society of Hematology","keywords":"Medicine; Total body irradiation; Internal medicine; Hematopoietic stem cell transplantation; Chemotherapy; Transplantation; Induction chemotherapy; Incidence (geometry); Acute lymphocytic leukemia; Retrospective cohort study; Oncology; Cumulative incidence; Surgery; Leukemia; Lymphoblastic Leukemia; Cyclophosphamide","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003156906,0.000293185,0.0004904809,0.0002083546,0.00007401196,0.00003335193,0.00008484175,0.0001293893,0.0002175141],"category_scores_gemma":[0.00005197853,0.0002666944,0.0001159826,0.0003872505,0.00002901889,0.0002181699,0.000003966037,0.0002064938,0.00004149515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007696873,"about_ca_system_score_gemma":0.0001109726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004471108,"about_ca_topic_score_gemma":0.0001668729,"domain_scores_codex":[0.9978814,0.0001190684,0.0007099973,0.0005296352,0.0004011563,0.0003587235],"domain_scores_gemma":[0.999039,0.0003571944,0.0001625425,0.0001493545,0.0001066587,0.0001852273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04114901,0.003044591,0.6940766,0.0102002,0.0006769178,0.001979688,0.1685333,0.0008061125,0.07526476,0.0002604766,0.0008669815,0.003141416],"study_design_scores_gemma":[0.07705925,0.004268576,0.8695554,0.0005974882,0.002741064,0.0002467271,0.006810946,0.01026344,0.02664465,0.00009078057,0.0005743306,0.001147322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726682,0.00006038265,0.01993414,0.002155419,0.0001286362,0.004109725,0.0001410421,0.000157773,0.0006446374],"genre_scores_gemma":[0.9930349,0.0003033284,0.003749654,0.001518329,0.000195372,0.0003409912,0.0006483656,0.00006846988,0.0001405804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754788,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03712808675643959,"score_gpt":0.3042445594796105,"score_spread":0.2671164727231709,"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."}}