{"id":"W3132194946","doi":"10.1182/blood.2020010150","title":"Clonal hematopoiesis and therapy-related myeloid neoplasms following neuroblastoma treatment","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute for Health and Care Research; Cancer Research UK; Wellcome Trust","keywords":"Myeloid; Medicine; Haematopoiesis; Neuroblastoma; Hematologic Neoplasms; Oncology; Immunology; Cancer research; Biology; Internal medicine; Stem cell; Transplantation; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.00004255654,0.0002170274,0.0003316244,0.00008384054,0.0001309731,0.00004418368,0.00004001398,0.00007008354,0.0001897677],"category_scores_gemma":[0.00004903215,0.0001683103,0.0001992382,0.0002425711,0.00004475357,0.00006728965,0.00004900261,0.0001199113,0.00006723266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002810939,"about_ca_system_score_gemma":0.0001694332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002173534,"about_ca_topic_score_gemma":0.00001417856,"domain_scores_codex":[0.998659,0.00007032283,0.0001960893,0.0004085183,0.0003020678,0.0003640132],"domain_scores_gemma":[0.9992138,0.0001156215,0.00003452442,0.0002927636,0.00004685045,0.0002964574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009560412,0.01315123,0.1147913,0.0001309034,0.006283996,0.05530623,0.0008895063,0.000002504626,0.7633341,0.0002952619,0.0004018341,0.04445711],"study_design_scores_gemma":[0.03166541,0.003972724,0.06658626,0.0001390755,0.0005650439,0.005416407,0.0001084435,0.00003738723,0.8872148,0.0002049778,0.003803521,0.0002859258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994373,0.002158679,0.000001384114,0.0008323974,0.00008109142,0.0002950397,0.00000979884,0.00009934068,0.002149244],"genre_scores_gemma":[0.996056,0.0007707461,0.0003584233,0.0001984774,0.00004320795,0.00004295879,0.00002917251,0.00003903932,0.00246194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238807,"threshold_uncertainty_score":0.6863493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568089701656968,"score_gpt":0.2648728063053589,"score_spread":0.2491919092887892,"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."}}