{"id":"W4376959713","doi":"10.1038/s41598-023-34485-1","title":"Gender specific factors contributing to cognitive resilience in APOE ɛ4 positive older adults in a population-based sample","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; Alberta Innovates; Safe Work Australia; Australian Research Council; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Resilience (materials science); Cognition; Apolipoprotein E; Sample (material); Population; Psychological resilience; Gerontology; Psychology; Medicine; Clinical psychology; Environmental health; Psychiatry; Internal medicine; Social psychology; Chemistry","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":[0.0005413732,0.000183922,0.0002728358,0.0006077384,0.0004099985,0.0004007484,0.0001933114,0.0003019534,0.0009730189],"category_scores_gemma":[0.001681885,0.000182998,0.0003122161,0.0003991457,0.0003056463,0.0003516315,0.0003625584,0.0003044893,0.0001445813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528139,"about_ca_system_score_gemma":0.0001925261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006307947,"about_ca_topic_score_gemma":0.009241723,"domain_scores_codex":[0.9998322,0.00003984163,0.00001710302,0.00003841927,0.00003012959,0.00004238213],"domain_scores_gemma":[0.9996936,0.00005931613,0.0001209115,0.00003000742,0.00002587843,0.0000702888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001295981,0.00004683858,0.997577,0.00000478343,0.00002774935,0.000110218,0.0005165538,0.00001610308,0.0002691575,0.00002202244,0.00004876093,0.00123125],"study_design_scores_gemma":[0.000002831332,0.00006765072,0.9991763,0.000003449497,0.00001199688,0.0001300083,0.0004544309,0.0000480524,0.00001842869,0.00003350394,0.00005155384,0.000001828994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997725,0.00005517803,0.00001806483,0.00001880885,0.000001635439,0.00000241817,0.00004191119,5.810264e-7,0.00008895306],"genre_scores_gemma":[0.9998147,0.00003682394,0.00001940039,0.00001267387,0.000002780156,0.000003302427,0.00004499294,4.229965e-7,0.00006500403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006307947,"threshold_uncertainty_score":0.01254249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264318091624417,"score_gpt":0.3291510416946093,"score_spread":0.3027192325321676,"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."}}