{"id":"W4210744170","doi":"10.1212/wnl.0000000000200051","title":"Cognitive Reserve and Mild Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Robert J. Kleberg, Jr. and Helen C. Kleberg Foundation; University of Ottawa; University of Kentucky","keywords":"Dementia; Cognitive impairment; Cognitive reserve; Cognition; Psychological intervention; Cognitive decline","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001514,0.0001743027,0.0001699896,0.0007361153,0.000296488,0.0004916265,0.0004248623,0.0003331247,0.002715941],"category_scores_gemma":[0.007551474,0.000145185,0.0005272627,0.0005425186,0.0005008171,0.0004400209,0.0005052456,0.000548827,0.0001871826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005214387,"about_ca_system_score_gemma":0.0006664342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02767542,"about_ca_topic_score_gemma":0.01739568,"domain_scores_codex":[0.9995752,0.00020887,0.00003084252,0.0000751694,0.00005200991,0.00005797899],"domain_scores_gemma":[0.9973366,0.001035635,0.001014363,0.000194146,0.0001035512,0.0003157425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003550313,0.00006179461,0.9890153,0.00004775573,0.0001222184,0.00007528537,0.0002068464,0.0006759571,0.0000835594,0.000588442,0.0003480921,0.008419863],"study_design_scores_gemma":[0.00001045345,0.00007368529,0.9972188,0.00003074113,0.00003217074,0.000155685,0.00007426902,0.0009817189,0.00005081035,0.001042678,0.0003233624,0.000005552075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938101,0.001801723,0.0003769515,0.0007111976,0.0000214731,0.00002259342,0.0008251221,0.00001327317,0.002417484],"genre_scores_gemma":[0.9992669,0.0001654857,0.0001154024,0.00007187729,0.00002189666,0.000008619193,0.0001510707,9.459594e-7,0.0001977479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02767542,"threshold_uncertainty_score":0.05502868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799767946555096,"score_gpt":0.3289387233075519,"score_spread":0.3009410438420009,"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."}}