{"id":"W2464050582","doi":"10.1093/cercor/bhw208","title":"Cognitive Reserve and Brain Maintenance: Orthogonal Concepts in Theory and Practice","year":2016,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Institute on Aging","keywords":"Cognitive reserve; Cognition; Psychology; Neuropsychology; Cognitive neuropsychology; Cognitive psychology; Developmental psychology; Neuroscience; Cognitive impairment","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":[0.03443113,0.001226527,0.002080957,0.005874387,0.001343597,0.008593997,0.003003241,0.003457387,0.002854429],"category_scores_gemma":[0.07426382,0.0006125444,0.001061599,0.00387188,0.04087858,0.01079448,0.005551012,0.006358414,0.0003938927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005212641,"about_ca_system_score_gemma":0.003877945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558101,"about_ca_topic_score_gemma":0.002389674,"domain_scores_codex":[0.9858322,0.008897565,0.0009233216,0.002051556,0.001962012,0.0003332652],"domain_scores_gemma":[0.9185264,0.06862443,0.003776609,0.004984971,0.003169112,0.0009184378],"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":[0.0001970939,0.0002029115,0.01584055,0.001189301,0.0003105273,0.0001883476,0.005953599,0.004596701,0.0004462243,0.8561717,0.001902486,0.1130007],"study_design_scores_gemma":[0.0000427969,0.0001412759,0.007438023,0.0005478881,0.00004840607,0.000177937,0.001281583,0.005255895,0.0002377761,0.9777308,0.007036345,0.00006133788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1245369,0.1268759,0.5869967,0.09036141,0.002364673,0.0007049658,0.000393288,0.0003314714,0.06743462],"genre_scores_gemma":[0.8520226,0.02423676,0.1094451,0.008268015,0.002854637,0.001351498,0.0001275495,0.0001229771,0.001570849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03443113,"threshold_uncertainty_score":0.1820914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031145003506182,"score_gpt":0.369755343500776,"score_spread":0.3494438934657143,"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."}}