{"id":"W7108449712","doi":"10.1182/blood-2025-7823","title":"Factors influencing outcomes in therapy-related myeloid neoplasms following allogeneic hematopoietic stem cell transplantation","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Cumulative incidence; Myeloid leukemia; Hematopoietic stem cell transplantation; Transplantation; Myelodysplastic syndromes; Chromosome abnormality; Myeloid; Malignancy; Cytogenetics; Leukemia","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":[0.0004842946,0.000137969,0.0001702445,0.0003342968,0.000225691,0.0004539572,0.0001884092,0.0002018552,0.001584644],"category_scores_gemma":[0.001584788,0.00004836095,0.0002186749,0.0005613118,0.0002126816,0.0002840542,0.000314018,0.0003618014,0.000190559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381032,"about_ca_system_score_gemma":0.0002533826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004961409,"about_ca_topic_score_gemma":0.0006979766,"domain_scores_codex":[0.9997494,0.00005167375,0.00003616524,0.00004160887,0.00006984774,0.00005135197],"domain_scores_gemma":[0.998661,0.000210475,0.0007482139,0.00002937192,0.00008079462,0.0002699938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157401,0.00002567941,0.998248,0.000005454722,0.00001721331,0.00008992009,0.00001730008,0.00006444293,0.0001266048,0.00001445231,0.00006802007,0.001207218],"study_design_scores_gemma":[0.000006274585,0.0001552201,0.9986304,0.000005918525,0.00001975747,0.0005894248,0.00006081806,0.000192152,0.0001248219,0.00004260598,0.0001706048,0.000002054858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992828,0.000170106,0.0000439807,0.00003328546,0.000004026725,0.000003677268,0.0001235345,0.000001631296,0.0003370167],"genre_scores_gemma":[0.9996568,0.00004528408,0.00001479656,0.0000115678,0.000009506944,0.000002868961,0.0001967259,6.827339e-7,0.0000616891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001584644,"threshold_uncertainty_score":0.005301178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782869057291838,"score_gpt":0.2770430339639212,"score_spread":0.2592143433910029,"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."}}