{"id":"W3196475683","doi":"10.1038/s41409-021-01408-5","title":"Intensive monitoring of minimal residual disease and chimerism after allogeneic hematopoietic stem cell transplantation for acute leukemia in children","year":2021,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Minimal residual disease; Myeloid leukemia; Leukemia; Transplantation; Hematopoietic stem cell transplantation; Internal medicine; Oncology; Immunology; Bone marrow; Myeloid","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"],"consensus_categories":[],"category_scores_codex":[0.0001855589,0.000292379,0.0005255612,0.0002374841,0.00005223266,0.00002206869,0.0000542677,0.0001667227,0.0000179666],"category_scores_gemma":[0.000007943006,0.0003117238,0.0001349188,0.0002316916,0.00007467693,0.0001742931,0.000006022539,0.0001635231,0.00000330935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009566101,"about_ca_system_score_gemma":0.0003009475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003167161,"about_ca_topic_score_gemma":0.00002001802,"domain_scores_codex":[0.9979627,0.00009656573,0.0007241101,0.0005296224,0.0003584592,0.0003285829],"domain_scores_gemma":[0.9990476,0.0001617195,0.0001522513,0.0002199777,0.0002264892,0.0001919437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00859361,0.0001553019,0.6101045,0.006523449,0.0003018014,0.00146483,0.01055503,0.0001110998,0.3610427,0.00006555588,0.00001209761,0.001069978],"study_design_scores_gemma":[0.004714843,0.0001447427,0.6598454,0.0009216443,0.001885282,0.0009282117,0.0006327605,0.00007267543,0.3305591,0.0000533983,0.000001452385,0.000240491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936747,0.00125057,0.003064849,0.0001868351,0.0001128555,0.001119453,0.0004963115,0.00004105127,0.00005340484],"genre_scores_gemma":[0.9919432,0.002891958,0.003555396,0.00007908732,0.00007324206,0.000224978,0.001053399,0.00005441738,0.0001242586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04974086,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075577134837832,"score_gpt":0.2523799099061016,"score_spread":0.2416241385577233,"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."}}