{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003228829,0.00007634798,0.0001453864,0.0001566875,0.00006792416,0.00004922775,0.00004931706,0.00003712303,0.002577231],"category_scores_gemma":[0.0003991446,0.00006491019,0.0000839846,0.0002269338,0.00003287589,0.0001009802,0.00003724961,0.0004873517,0.000118747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007427047,"about_ca_system_score_gemma":0.0003365886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002795486,"about_ca_topic_score_gemma":0.0001186986,"domain_scores_codex":[0.9986796,0.0001208462,0.0002237505,0.0001488977,0.0005263776,0.0003005615],"domain_scores_gemma":[0.9989569,0.00005759396,0.00004636771,0.00007337582,0.0006639476,0.0002018404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003570607,0.0008494187,0.9645231,0.0000150462,0.00007123016,0.0007628324,0.0001303346,5.549932e-8,0.0004789226,0.000007050634,0.002352141,0.0304528],"study_design_scores_gemma":[0.006868066,0.0004944627,0.9851412,0.0002515864,0.00003372776,0.0002527079,0.0008136167,0.0000104113,0.002743054,0.0001563397,0.003167678,0.00006712886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954128,0.000412747,0.0001068937,0.001739726,0.0001678435,0.0001386504,0.000008515713,0.00000577222,0.04329181],"genre_scores_gemma":[0.9934371,0.0002130693,0.0001423048,0.0006121836,0.0001508909,0.000007902817,0.00001920109,0.00001017412,0.005407203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03930903,"threshold_uncertainty_score":0.9983345,"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."}}