{"id":"W1976192863","doi":"10.3389/fphys.2012.00106","title":"Healthy Aging – Insights from Drosophila","year":2012,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Drosophila (subgenus); Biology; Drosophila melanogaster; Evolutionary biology; Computational biology; Medicine; Genetics; Gene","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":[0.00008205983,0.0001945785,0.0002670849,0.00007699705,0.00007405282,0.000008339064,0.0002556426,0.0002363913,0.0000172959],"category_scores_gemma":[0.00002566266,0.0001986659,0.00007177977,0.00007990099,0.0001301731,0.000007656736,0.0001412983,0.0001678228,0.00002571778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003459004,"about_ca_system_score_gemma":0.00004085168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008626044,"about_ca_topic_score_gemma":0.00002666061,"domain_scores_codex":[0.9986836,0.0001367298,0.0002302941,0.0003835468,0.00008294986,0.0004829311],"domain_scores_gemma":[0.9993198,0.000009926072,0.00008122983,0.0004298962,0.00002587266,0.0001332599],"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":[0.0001089029,0.0002203717,0.06476493,0.00002149712,0.00007769894,0.000001973123,0.001367486,0.0002676132,0.9151049,0.0001973947,0.01668742,0.001179812],"study_design_scores_gemma":[0.003035945,0.0006553177,0.5733486,0.00003404321,0.00006648342,0.00001185105,0.001041089,0.0007987345,0.2457606,0.02182965,0.1519924,0.001425313],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838768,0.007369455,0.005380067,0.0001833853,0.002656842,0.0001334379,0.00001163624,0.0000179536,0.0003704506],"genre_scores_gemma":[0.9895682,0.0005328723,0.006694875,0.001564361,0.001276543,0.00001748391,0.0002154297,0.00003240834,0.00009785639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6693442,"threshold_uncertainty_score":0.8101362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008805267606808978,"score_gpt":0.2299016379017346,"score_spread":0.2210963702949257,"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."}}