{"id":"W4309786526","doi":"10.3390/genes13112169","title":"Mapping Genetics and Epigenetics to Explore the Pathways beyond the Correlated Ageing Phenotype","year":2022,"lang":"en","type":"article","venue":"Genes","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Ageing; Epigenetics; Phenotype; Context (archaeology); Biology; Population ageing; Computational biology; Genetics; Population; Bioinformatics; Medicine; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003606613,0.0002132972,0.0001392397,0.00004109495,0.0009467547,0.00007176428,0.0005430073,0.00007517896,0.00004259215],"category_scores_gemma":[0.00003585469,0.0001578032,0.0000683808,0.0001814739,0.0001235163,0.000001817547,0.0009236,0.0001934878,0.00001158663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001660446,"about_ca_system_score_gemma":0.00006544637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002855515,"about_ca_topic_score_gemma":0.00004583963,"domain_scores_codex":[0.9985653,0.000167834,0.0002387844,0.00041115,0.0002520953,0.0003648933],"domain_scores_gemma":[0.9990644,0.00003021208,0.00008587405,0.000654612,0.0000695044,0.00009538882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004839015,0.00007023129,0.007055247,0.00002560015,0.0001588737,0.00001839896,0.01976712,0.03904654,0.8866845,0.0001351976,0.005242474,0.04174747],"study_design_scores_gemma":[0.001184252,0.001298321,0.04910482,0.00001531611,0.0001942435,0.0001789553,0.02551636,0.006082674,0.2055039,0.00320557,0.7062188,0.001496702],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790163,0.01225341,0.006217401,0.001205826,0.0006304404,0.0004030438,0.00002539079,0.00002207266,0.0002261016],"genre_scores_gemma":[0.9942962,0.001212424,0.001106869,0.002461866,0.0003385045,0.00008386165,0.00005523943,0.00005044007,0.0003946037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7009764,"threshold_uncertainty_score":0.7281767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845639196258207,"score_gpt":0.2265323663691035,"score_spread":0.1980759744065215,"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."}}