{"id":"W2899918330","doi":"10.1093/geroni/igy023.230","title":"ADVANCING GEROSCIENCE: NEW METHODS FOR GENOMIC EPIDEMIOLOGY OF AGING","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Centenarian; Successful aging; Epidemiology; Longevity; Gerontology; Multidisciplinary approach; Psychology; Biology; Medicine; Pathology","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":[0.02402587,0.002422932,0.002314226,0.007548784,0.001197637,0.006183559,0.002881095,0.003203604,0.01228916],"category_scores_gemma":[0.09264115,0.001239136,0.003614836,0.006174742,0.004254125,0.007189753,0.00693943,0.007697469,0.004964584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202154,"about_ca_system_score_gemma":0.001924423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263817,"about_ca_topic_score_gemma":0.002230847,"domain_scores_codex":[0.9894317,0.007064358,0.0005311045,0.001306152,0.001463671,0.0002030108],"domain_scores_gemma":[0.9499467,0.03637715,0.002065328,0.007346939,0.003161517,0.00110241],"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":[0.0001974057,0.000108515,0.009888838,0.0009508075,0.000667366,0.0003258018,0.001507481,0.01444725,0.002156724,0.4084584,0.06374318,0.4975483],"study_design_scores_gemma":[0.00008153125,0.00007011429,0.003551532,0.0003555482,0.0001487692,0.0004237924,0.0003803483,0.0669061,0.0007468793,0.7993587,0.1278028,0.0001739297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007288985,0.003023261,0.9870631,0.003227602,0.001042657,0.00008600584,0.0007481709,0.001723472,0.002356908],"genre_scores_gemma":[0.02144748,0.005137023,0.9616812,0.002481008,0.002795852,0.0007883295,0.00125532,0.001004311,0.00340941],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02402587,"threshold_uncertainty_score":0.1270625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0426239974445303,"score_gpt":0.3880932683369268,"score_spread":0.3454692708923965,"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."}}