{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002347852,0.0005642952,0.0003202909,0.0008997932,0.0004213275,0.0005519791,0.0005428712,0.0005312154,0.001593145],"category_scores_gemma":[0.0002199838,0.000243196,0.0004360357,0.0002331312,0.0004372046,0.000647651,0.0006379645,0.001044423,0.0004100595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006795625,"about_ca_system_score_gemma":0.0002502135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002573551,"about_ca_topic_score_gemma":0.00370366,"domain_scores_codex":[0.9999086,0.00001638485,0.0000116573,0.00002004197,0.00003034555,0.00001295845],"domain_scores_gemma":[0.9998893,0.00003685585,0.00002282934,0.000009636929,0.00001509002,0.00002627631],"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":[0.0004758809,0.0001442012,0.00360142,0.00180725,0.0001225332,0.001970638,0.0005101001,0.005703112,0.8015224,0.05631781,0.009362798,0.1184621],"study_design_scores_gemma":[0.000355665,0.0009155251,0.06216782,0.000987865,0.000403205,0.01061855,0.0009395616,0.02995842,0.2932495,0.06140999,0.5387143,0.0002796333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5650039,0.2058033,0.08536825,0.01542712,0.00151799,0.0003120347,0.01244465,0.002181851,0.1119409],"genre_scores_gemma":[0.7559012,0.1217615,0.09054342,0.003410296,0.000323292,0.0002368029,0.004827625,0.0003369011,0.0226589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002573551,"threshold_uncertainty_score":0.005329609,"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."}}