{"id":"W4409820963","doi":"10.1158/1538-7445.am2025-sy02-01","title":"Abstract SY02-01: Inflammatory memory and selective advantage in human clonal hematopoiesis","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Haematopoiesis; Cancer research; Biology; Immunology; Medicine; Genetics; Stem cell","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":[],"consensus_categories":[],"category_scores_codex":[0.0007609795,0.0001009637,0.0001830352,0.0005172011,0.000392217,0.00002325768,0.0001803297,0.0001657492,0.000740706],"category_scores_gemma":[0.0001343838,0.00009710412,0.00003645559,0.0003856091,0.000224067,0.00009332516,0.0001611421,0.0006976812,0.00004418718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169814,"about_ca_system_score_gemma":0.0003554979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007392276,"about_ca_topic_score_gemma":0.0007621127,"domain_scores_codex":[0.9987951,0.000264937,0.0002119951,0.0002610035,0.00005267364,0.0004142943],"domain_scores_gemma":[0.9992223,0.0004098693,0.00003011971,0.0001896371,0.0001309546,0.00001708568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004653736,0.0001098296,0.01293508,0.0001618186,0.0001405386,0.00002188219,0.0007886961,0.000005508427,0.9606413,0.009852896,0.008984309,0.005892744],"study_design_scores_gemma":[0.002312853,0.00007739509,0.5568498,0.0002664745,0.00001222952,0.00001303334,0.002486384,0.00000178986,0.408333,0.001664056,0.02778177,0.0002011801],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813045,0.01128574,0.000003194545,0.0006782077,0.0001362486,0.0003040107,0.00002024558,0.00002432769,0.006243487],"genre_scores_gemma":[0.9905248,0.0005080702,0.000003903494,0.00004297392,0.00001543971,0.0001810929,0.00001577856,0.000009696028,0.008698202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5523083,"threshold_uncertainty_score":0.8110211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274349906563278,"score_gpt":0.3923174502059367,"score_spread":0.3648824595496089,"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."}}