{"id":"W3177567005","doi":"10.2139/ssrn.3343663","title":"Clonal Hematopoiesis in Related Allogeneic Transplant Donors: Implications for Screening and Management","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Haematopoiesis; Immunology; Hematopoietic cell; Medicine; Stem cell; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119469,0.000209361,0.0002793886,0.0009391006,0.0004865934,0.0007971973,0.0004974773,0.0005893515,0.002073849],"category_scores_gemma":[0.005695445,0.0000774611,0.00009477553,0.0005273492,0.0003738598,0.0004652607,0.0003490519,0.0005675064,0.0002600704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638826,"about_ca_system_score_gemma":0.0006606927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044834,"about_ca_topic_score_gemma":0.001521865,"domain_scores_codex":[0.9994917,0.0002402542,0.00004409616,0.00003870649,0.0001311924,0.00005411164],"domain_scores_gemma":[0.9985799,0.0008472662,0.0002236893,0.00004263927,0.0001513801,0.0001551855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003253799,0.0002297082,0.8412461,0.0001100908,0.00001456699,0.01439119,0.0004084184,0.0006090247,0.003229335,0.003484705,0.00298104,0.1329703],"study_design_scores_gemma":[0.00007824971,0.001184836,0.8218774,0.0009549746,0.0001458366,0.1256245,0.006727395,0.01002352,0.005680035,0.01179027,0.01586052,0.00005236225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612585,0.01292372,0.004033224,0.003603153,0.0001511685,0.0001057013,0.0001931847,0.00006467378,0.01766665],"genre_scores_gemma":[0.9943719,0.002737476,0.001844438,0.0003260425,0.0001843982,0.00002064447,0.00006322565,0.000008156744,0.0004437366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002073849,"threshold_uncertainty_score":0.006937742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118923588583972,"score_gpt":0.2606462931403298,"score_spread":0.2494570572544901,"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."}}