{"id":"W4393983127","doi":"10.1158/1538-7445.am2024-sy36-01","title":"Abstract SY36-01: Somatic evolution, cancer, and our inevitable decline with age: Inextricably linked","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Somatic cell; Cancer; Gerontology; Demography; Biology; Medicine; Genetics; Sociology","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":[0.0007006283,0.0005227796,0.0005531313,0.0007829444,0.0006128419,0.001506624,0.0005358027,0.001299915,0.01144375],"category_scores_gemma":[0.001107759,0.0001534801,0.0003258295,0.0009212664,0.001386784,0.001105198,0.000952798,0.001463484,0.002092822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007816524,"about_ca_system_score_gemma":0.0006316539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384857,"about_ca_topic_score_gemma":0.001025928,"domain_scores_codex":[0.9996451,0.00007708908,0.00002441423,0.0001043992,0.0001002397,0.00004880046],"domain_scores_gemma":[0.9992499,0.000182271,0.0001439953,0.00006329823,0.0001736952,0.0001868941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004372049,0.0006728153,0.06949325,0.002723276,0.0003121269,0.006675562,0.001611493,0.003934368,0.2998311,0.1265211,0.1315125,0.3523405],"study_design_scores_gemma":[0.0002740136,0.002776484,0.2296445,0.001261948,0.0004116855,0.01922859,0.002309163,0.00762829,0.113437,0.1283896,0.4943415,0.0002971113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7075703,0.1118812,0.01649679,0.07592969,0.006038845,0.0001613267,0.006060405,0.001053816,0.07480764],"genre_scores_gemma":[0.8321296,0.05538885,0.007811652,0.008380438,0.002761733,0.0001210104,0.003794957,0.0002408951,0.08937079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01144375,"threshold_uncertainty_score":0.03828311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162392127993801,"score_gpt":0.4673127411587975,"score_spread":0.3510735283594174,"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."}}