{"id":"W4404525593","doi":"10.1097/md.0000000000040540","title":"Impact of cytotoxic therapy on clonal hematopoiesis and myeloid neoplasms in breast cancer patients","year":2024,"lang":"en","type":"article","venue":"Medicine","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Ministry of Science and ICT, South Korea; Korea Institute of Radiological and Medical Sciences; National Research Foundation of Korea; National Research Foundation","keywords":"Medicine; Haematopoiesis; Breast cancer; Cytotoxic T cell; Bone marrow; Myeloid; Cancer; Genotype; Internal medicine; Oncology; Gene; Gastroenterology; Stem cell; Genetics; Biology","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":[0.0002245099,0.00009398301,0.0002047137,0.0003885181,0.0002142921,0.0003621087,0.0001203337,0.0002179372,0.0007862467],"category_scores_gemma":[0.001516759,0.00007526177,0.0001763487,0.0005518997,0.0001508278,0.0001846099,0.0001593343,0.0002470484,0.00008988893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017897,"about_ca_system_score_gemma":0.000205644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421793,"about_ca_topic_score_gemma":0.00209753,"domain_scores_codex":[0.9996929,0.00009285188,0.00002978448,0.00005513803,0.00006977742,0.0000594773],"domain_scores_gemma":[0.9990734,0.0003079259,0.0003717043,0.00004402192,0.00007207661,0.0001308811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005257634,0.00003571987,0.9912059,0.000009792649,0.00003344619,0.0002095804,0.00003173905,0.00006691653,0.001364543,0.00001443651,0.00005327546,0.006448838],"study_design_scores_gemma":[0.000005645718,0.0001859236,0.9983085,0.000003801992,0.00002835835,0.0007367259,0.00005514907,0.000135148,0.0003123797,0.00001476904,0.0002115524,0.000001980224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998817,0.0005876421,0.0000324927,0.0000223535,0.000002820721,0.000003357288,0.00006727183,0.000001775703,0.0004653689],"genre_scores_gemma":[0.9997182,0.0001081405,0.00002754849,0.00001264406,0.000003812454,0.000001773656,0.00006213484,9.161084e-7,0.00006476918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421793,"threshold_uncertainty_score":0.002827048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734337340915128,"score_gpt":0.3407735258244989,"score_spread":0.3234301524153476,"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."}}