{"id":"W3111098872","doi":"10.1002/alz.037931","title":"Cognitive reserve and resilience: Possible mechanisms of dementia prevention","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Dementia; Cognitive reserve; Gerontology; Cognition; Cognitive decline; Population; Psychology; Medicine; Psychiatry; Cognitive impairment; Environmental health; Disease","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":[0.001556098,0.000555597,0.0007782584,0.001991095,0.0006134991,0.002208509,0.000760317,0.001070652,0.007667463],"category_scores_gemma":[0.004647701,0.0002019597,0.001013043,0.0008260415,0.001697332,0.001604369,0.001688015,0.001422712,0.0005460778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093934,"about_ca_system_score_gemma":0.001320089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002698717,"about_ca_topic_score_gemma":0.002872416,"domain_scores_codex":[0.9993621,0.0002912554,0.00003692191,0.0001212191,0.0000605179,0.0001280336],"domain_scores_gemma":[0.9983853,0.0006786707,0.0003543342,0.00008508392,0.000247267,0.0002492605],"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":[0.00124141,0.0007341448,0.07956759,0.01371514,0.001991337,0.002493903,0.006280572,0.001561803,0.002789062,0.1415079,0.03883513,0.7092819],"study_design_scores_gemma":[0.0002527338,0.00149126,0.362295,0.03036484,0.002233691,0.004958267,0.009095987,0.002821335,0.002957986,0.3687883,0.2144584,0.0002820353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1045388,0.7645975,0.007020085,0.0781252,0.002644686,0.0001742827,0.0008803832,0.0001809045,0.04183821],"genre_scores_gemma":[0.7589726,0.2243395,0.003907305,0.006086349,0.001709902,0.0001654723,0.0002613691,0.00001972221,0.004537784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007667463,"threshold_uncertainty_score":0.0256502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043387057405306,"score_gpt":0.3349599492144408,"score_spread":0.2915728918091348,"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."}}