{"id":"W3214440901","doi":"10.1182/blood-2021-150102","title":"Clinical Significance of Clonal Hematopoiesis in the Setting of Autologous Stem Cell Transplantation for Lymphoma","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Transplantation; Minimal residual disease; Biology; Hematopoietic stem cell transplantation; Lymphoma; Stem cell; Myeloid; Autologous stem-cell transplantation; Oncology; Immunology; Leukemia; Cancer research; Internal medicine; Genetics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005555885,0.0001530893,0.0001984432,0.0005810241,0.0003618012,0.0006391768,0.0002087043,0.0002951909,0.001606949],"category_scores_gemma":[0.001684593,0.000100378,0.00008098926,0.0005423721,0.0004104452,0.0002424503,0.0002659854,0.0004324929,0.0002565518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000294246,"about_ca_system_score_gemma":0.000231993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005931714,"about_ca_topic_score_gemma":0.0011686,"domain_scores_codex":[0.9997107,0.00006655895,0.0000249201,0.00007421641,0.00008041853,0.00004312621],"domain_scores_gemma":[0.9989601,0.0003332033,0.000379625,0.00007310359,0.0001175252,0.0001363981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004405538,0.00004314816,0.9606887,0.00005326496,0.00002687977,0.004917004,0.0001826045,0.0003068497,0.01385633,0.0001433665,0.0007241043,0.01861719],"study_design_scores_gemma":[0.00004691873,0.0004138366,0.9326714,0.00007339859,0.0001111198,0.04791453,0.0004666388,0.00266326,0.01126167,0.0007204696,0.003638043,0.00001875131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971023,0.0007252907,0.0005290534,0.0001021404,0.000007979087,0.00001809753,0.0001500206,0.00002691599,0.00133817],"genre_scores_gemma":[0.9992517,0.0001149313,0.000317152,0.00006366013,0.00001227675,0.00000449901,0.0001498463,0.000004281341,0.00008171597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001606949,"threshold_uncertainty_score":0.005375743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010330333754787,"score_gpt":0.3269630076835547,"score_spread":0.2968597043460068,"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."}}