{"id":"W3128970616","doi":"10.1002/pchj.423","title":"Cognitive reserve in stroke patients","year":2021,"lang":"en","type":"article","venue":"PsyCh Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognitive reserve; Cognition; Stroke (engine); Rehabilitation; Anxiety; Malay; Cognitive deficit; Cognitive rehabilitation therapy; Medicine; Quality of life (healthcare); Psychology; Cognitive decline; Depression (economics); Physical therapy; Clinical psychology; Cognitive impairment; Psychiatry; Dementia; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003467065,0.0001405491,0.0002929092,0.001160032,0.0003709725,0.0004823419,0.0001439646,0.0002567446,0.001210174],"category_scores_gemma":[0.001686252,0.0001172607,0.000225212,0.0009288277,0.0001325856,0.0003387985,0.0002715044,0.0003301159,0.0002211837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757362,"about_ca_system_score_gemma":0.0002530458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004832019,"about_ca_topic_score_gemma":0.00501779,"domain_scores_codex":[0.9998074,0.00004048256,0.00002559908,0.0000298715,0.00005062101,0.00004596879],"domain_scores_gemma":[0.9996085,0.00006885325,0.0001692938,0.00001487623,0.00004020444,0.0000983455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002046998,0.00008940584,0.9941306,0.00002514063,0.00004297015,0.0002767059,0.0002143784,0.0000304952,0.0001029047,0.00002564333,0.000196719,0.004660322],"study_design_scores_gemma":[0.000006632839,0.0001117243,0.9991092,0.000008796424,0.00001522204,0.0003273354,0.0001304226,0.00004598832,0.00002189529,0.00004283702,0.0001766587,0.000003327157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997481,0.0009468235,0.00001583792,0.00009064859,0.000007174961,0.00000963279,0.0002089413,0.000002546494,0.001237522],"genre_scores_gemma":[0.9993497,0.0002270921,0.00001651918,0.00004734917,0.00001356037,0.00000824097,0.0001547566,3.739599e-7,0.0001823532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004832019,"threshold_uncertainty_score":0.009607792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902197820422572,"score_gpt":0.3710651822196238,"score_spread":0.3420432040153981,"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."}}