{"id":"W4404305885","doi":"10.1158/1557-3265.liqbiop24-b064","title":"Abstract B064: Prevalence and clinical relevance of clonal hematopoiesis in metastatic urologic malignancies","year":2024,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Clinical significance; Oncology; Cancer; Haematopoiesis; Intensive care medicine; Internal medicine; Stem cell; 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":[0.0005000362,0.0001428331,0.0001917687,0.0009855612,0.0004139425,0.0004784336,0.000300877,0.0003805905,0.003356062],"category_scores_gemma":[0.002288144,0.0001144786,0.0001104834,0.0007993905,0.0003516238,0.0001574568,0.0003175911,0.0002788053,0.0003657397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603368,"about_ca_system_score_gemma":0.0002713318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004874356,"about_ca_topic_score_gemma":0.00359963,"domain_scores_codex":[0.9996374,0.00006301026,0.00003218734,0.0001185811,0.00009574658,0.00005318159],"domain_scores_gemma":[0.9989215,0.0002763086,0.0004062353,0.00006071767,0.0001616184,0.0001737005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001466471,0.00001228824,0.9954698,0.0000103625,0.000007866267,0.0000649341,0.00002214233,0.00004160795,0.002606068,0.0000138737,0.00008566765,0.001518677],"study_design_scores_gemma":[0.000004606571,0.00007086605,0.9978167,0.000004888443,0.000008741402,0.0008099428,0.0000651747,0.0001745986,0.0008599141,0.00001855322,0.0001643211,0.000001835344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989202,0.0001886492,0.00008723818,0.00002666553,0.000002170657,0.000006404862,0.0003403849,0.000005541435,0.0004228816],"genre_scores_gemma":[0.9996296,0.000025362,0.00008846493,0.000008654516,0.000003017715,0.000002609837,0.0001785947,0.000001648497,0.00006203349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004874356,"threshold_uncertainty_score":0.01122719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.14223305191782,"score_gpt":0.4910697906041609,"score_spread":0.348836738686341,"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."}}