{"id":"W1978501871","doi":"10.1016/j.arr.2014.09.003","title":"BioAge: Toward a multi-determined, mechanistic account of cognitive aging","year":2014,"lang":"en","type":"review","venue":"Ageing Research Reviews","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute on Aging; National Institutes of Health; Michael Smith Health Research BC; Alzheimer's Society","keywords":"Operationalization; Cognition; Cognitive decline; Psychology; Cognitive aging; Dementia; Cognitive psychology; Disease; Developmental psychology; Neuroscience; Medicine","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01295508,0.0007788673,0.005088891,0.00162336,0.0002442359,0.0001518088,0.0007722393,0.0003870427,0.0007726809],"category_scores_gemma":[0.01353508,0.0005484102,0.001523059,0.001905246,0.000542384,0.0001384355,0.0008334905,0.002364906,0.001881371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003336622,"about_ca_system_score_gemma":0.001057451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100793,"about_ca_topic_score_gemma":0.00001246808,"domain_scores_codex":[0.9896767,0.003480977,0.002023219,0.00122327,0.002094111,0.001501692],"domain_scores_gemma":[0.9933473,0.002893773,0.0007498894,0.001022334,0.00140925,0.0005774083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002742728,0.0002951595,0.00002936365,0.1352261,0.0002907137,0.000625941,0.00009210002,2.001381e-9,0.00002225582,0.00004581804,0.0007224385,0.8626227],"study_design_scores_gemma":[0.0009111312,0.0007143615,0.00004207558,0.1933099,0.001447775,0.0001241089,0.00007570037,0.00002460415,0.00002930877,0.00002816744,0.8029308,0.0003620999],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002687421,0.9861718,0.001844883,0.00005291905,0.0001623978,0.008578988,0.00005637471,0.00005399841,0.003051754],"genre_scores_gemma":[0.0005217908,0.9910555,0.0007320074,0.00008042456,0.0003882216,0.001805353,0.0003124269,0.0001561498,0.004948126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8622606,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2903363726562009,"score_gpt":0.5205183830612062,"score_spread":0.2301820104050054,"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."}}