{"id":"W1970130845","doi":"10.1016/j.cub.2013.09.049","title":"Mutation, Condition, and the Maintenance of Extended Lifespan in Drosophila","year":2013,"lang":"en","type":"article","venue":"Current Biology","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Longevity; Drosophila melanogaster; Fecundity; Drosophila (subgenus); Senescence; Mutation Accumulation; Natural selection; Pleiotropy; Genetics; Evolutionary biology; Population; Mutation rate; Demography; Gene; Phenotype","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001639301,0.00009645546,0.0001474343,0.00003302199,0.0000342921,0.000008038992,0.0001312616,0.00008303013,0.00002693305],"category_scores_gemma":[0.0001169185,0.00006803597,0.0000350128,0.00004567263,0.0004966593,0.000002559763,0.00007125053,0.00007541046,0.000008541913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004218704,"about_ca_system_score_gemma":0.00002643371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005090681,"about_ca_topic_score_gemma":0.00003441928,"domain_scores_codex":[0.999265,0.0001103448,0.0002193853,0.0002110245,0.00003517116,0.0001591387],"domain_scores_gemma":[0.9995532,0.0000243613,0.00009586347,0.0001962324,0.00009727458,0.0000330596],"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":[0.0002948892,0.0005240533,0.1269358,0.0002326413,0.0001670464,0.000002519506,0.003537388,0.0001957082,0.7539204,0.05696522,0.01053003,0.04669421],"study_design_scores_gemma":[0.01208887,0.0009664172,0.6612716,0.00009967849,0.00008362688,0.0001053568,0.0008167406,0.001867796,0.1157772,0.173796,0.03217239,0.0009543364],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934038,0.003054541,0.002018824,0.0008528764,0.0002542093,0.0002795914,0.0000131029,0.000004492946,0.00011858],"genre_scores_gemma":[0.9984795,0.0008980593,0.0001333828,0.00019907,0.00009409674,0.00004361393,0.00009572691,0.000007158271,0.00004935836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6381433,"threshold_uncertainty_score":0.2774427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009229565887286073,"score_gpt":0.2593340361126923,"score_spread":0.2501044702254063,"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."}}