{"id":"W4416554477","doi":"10.1155/crh/8230549","title":"How Early Is Too Early? Use of Lineage‐Specific Chimerism in Early Detection of Donor‐Derived Malignancy After Allogeneic Stem Cell Transplant: A Case Report","year":2025,"lang":"en","type":"article","venue":"Case Reports in Hematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Pancytopenia; Malignancy; Stem cell; Hematological malignancy; Disease; Hematologic malignancy; Graft-versus-host disease; Transplantation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005021603,0.0003778337,0.00129648,0.0008669588,0.00003845239,0.0000229943,0.00005408495,0.0005690939,0.00002277883],"category_scores_gemma":[0.0000437935,0.0003816806,0.0002467448,0.0007224664,0.0001943539,0.0001924012,0.00002740787,0.0004018471,0.000001835735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008886531,"about_ca_system_score_gemma":0.0001855955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523559,"about_ca_topic_score_gemma":0.0004291173,"domain_scores_codex":[0.9959443,0.0002032542,0.002275778,0.0008357779,0.0002845881,0.0004562826],"domain_scores_gemma":[0.9975223,0.0002911078,0.0008199766,0.001014654,0.0002189239,0.0001330198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004694283,0.0002404871,0.2228585,0.001577987,0.00007208512,0.7261693,0.0051344,0.000004466889,0.04313394,0.00001932141,0.000005067905,0.0003149694],"study_design_scores_gemma":[0.001079034,0.0001624528,0.03083705,0.0007857371,0.0001741855,0.5330973,0.000422503,0.0000235022,0.4331782,0.00001506815,0.00004243369,0.0001824861],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937989,0.001487413,0.002634307,0.00007621547,0.0003998975,0.001314054,0.00003073447,0.00004572346,0.0002127462],"genre_scores_gemma":[0.9983075,0.0001725079,0.0007582711,0.00003783943,0.00002024133,0.0001956627,0.00001855183,0.00004790562,0.0004415147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3900443,"threshold_uncertainty_score":0.9998635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054729466864296,"score_gpt":0.2491797065079447,"score_spread":0.2286324118393017,"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."}}