{"id":"W4405966815","doi":"10.1093/geroni/igae098.3484","title":"GENETIC RISK, MODIFIABLE FACTORS, AND COGNITIVE PERFORMANCE IN MIDDLE- AND OLDER-AGED CANADIANS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; Simon Fraser University","funders":"","keywords":"Cognition; Gerontology; Cognitive aging; Medicine; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007005452,0.000487272,0.0004406789,0.001061211,0.002320785,0.0009533605,0.0008337783,0.0006631754,0.001876226],"category_scores_gemma":[0.001637536,0.0002441481,0.0007584571,0.002075555,0.0005087182,0.0003138103,0.0005016314,0.000623505,0.0001846496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005256726,"about_ca_system_score_gemma":0.006782896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9668832,"about_ca_topic_score_gemma":0.9656026,"domain_scores_codex":[0.999506,0.00003799921,0.00003046071,0.00009307414,0.0001605454,0.0001718671],"domain_scores_gemma":[0.9992249,0.00005744032,0.0001605001,0.00004067287,0.0003077459,0.0002087882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001366,0.00003368022,0.9975497,0.00001332753,0.00007349942,0.0000525817,0.0001762828,0.00005126485,0.0001166736,0.000057056,0.0003140682,0.001461827],"study_design_scores_gemma":[0.000004712775,0.00001846858,0.9991567,0.0000117153,0.00002710378,0.00002703818,0.0002661449,0.0001269035,0.0000244439,0.00003144267,0.0003004549,0.000004879287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955153,0.0008011205,0.00007761298,0.0002177524,0.00001929469,0.00001653371,0.001765302,0.0000061069,0.001580983],"genre_scores_gemma":[0.9983491,0.0002374263,0.0001172025,0.00006633031,0.000008558852,0.00000604269,0.0007453249,0.000002058327,0.0004680707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03311682,"threshold_uncertainty_score":0.06662363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036168195569127,"score_gpt":0.3338183364085315,"score_spread":0.2834566544528402,"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."}}