{"id":"W4210377994","doi":"10.1002/alz.12562","title":"A new definition of brain reserve","year":2022,"lang":"en","type":"letter","venue":"Alzheimer s & Dementia","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cognitive reserve; Cognition; Psychology; Cognitive decline; Psychological resilience; Neuroscience; Medicine; Cognitive impairment; Social psychology; Dementia; 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":[0.0232601,0.00134212,0.002648787,0.003268572,0.003396169,0.005963347,0.006349882,0.01668574,0.003755093],"category_scores_gemma":[0.04435008,0.0005796045,0.001886838,0.002206493,0.02077384,0.02564289,0.006101152,0.04510897,0.00207922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006532645,"about_ca_system_score_gemma":0.006437507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332673,"about_ca_topic_score_gemma":0.002915693,"domain_scores_codex":[0.9868746,0.005497235,0.002273095,0.00183867,0.002736542,0.0007797968],"domain_scores_gemma":[0.9687377,0.01951384,0.001173344,0.001598933,0.007444574,0.001531624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001225533,0.00006538726,0.0009648118,0.0007748401,0.00005701721,0.001620076,0.003406774,0.0003037656,0.000699694,0.6051667,0.2824612,0.1043572],"study_design_scores_gemma":[0.00005544804,0.0000943265,0.0007503937,0.00165349,0.00003937765,0.004713296,0.00195939,0.0007957998,0.0002285225,0.3960842,0.5935221,0.0001037227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001309768,0.04579694,0.01617981,0.895498,0.03176295,0.00004435835,0.0001216685,0.00006417056,0.009222285],"genre_scores_gemma":[0.05891803,0.04791263,0.03903791,0.7078364,0.1356464,0.0009167459,0.0004242411,0.0002642872,0.009043242],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0232601,"threshold_uncertainty_score":0.1230127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0945074270490198,"score_gpt":0.2822045625575765,"score_spread":0.1876971355085567,"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."}}