{"id":"W3113024447","doi":"10.21776/ub.mnj.2021.007.01.1","title":"RELATIONSHIP BETWEEN LEVEL OF EDUCATION AND POST-STROKE COGNITIVE STATUS IN HOSPITAL-BASED ISCHEMIC STROKE SURVIVORS","year":2020,"lang":"en","type":"article","venue":"MNJ (Malang Neurology Journal)","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Medicine; Stroke (engine); Montreal Cognitive Assessment; Cognitive reserve; Cognitive decline; Affect (linguistics); Ischemic stroke; Physical therapy; Gerontology; Cognitive impairment; Internal medicine; Psychology; Disease; Psychiatry; Dementia; Ischemia","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":[],"consensus_categories":[],"category_scores_codex":[0.0001094239,0.0001792411,0.0002626925,0.000177887,0.0001188814,0.00002895711,0.0001448602,0.0001184019,0.00004410519],"category_scores_gemma":[0.001952907,0.000158604,0.00007861575,0.0001981843,0.0001269172,0.0001461936,0.00005798702,0.0005599653,0.00001943891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001304022,"about_ca_system_score_gemma":0.0001342475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004011077,"about_ca_topic_score_gemma":0.00001033491,"domain_scores_codex":[0.99831,0.0004197216,0.0003369888,0.0003906677,0.0002161131,0.0003264635],"domain_scores_gemma":[0.9982626,0.00103566,0.0002496979,0.0001004823,0.0000679733,0.0002836144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404927,0.0003043961,0.9701485,0.00001807402,0.00000724231,0.0001224364,0.0001898348,0.00001329477,0.02721692,0.0000948676,0.00004427466,0.001599635],"study_design_scores_gemma":[0.001382051,0.00181137,0.9739154,0.00001116221,0.00005416888,0.00002931912,0.00005783763,0.0001059116,0.02203087,0.000361092,0.0001074363,0.0001333835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947548,0.00008646375,0.0001153896,0.003837941,0.0001722038,0.0002463849,0.0005373691,0.00002440439,0.0002250612],"genre_scores_gemma":[0.9958971,0.00002312215,0.00006787907,0.003833022,0.00005334965,0.00001329318,0.00001728837,0.0000204658,0.00007446891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005186057,"threshold_uncertainty_score":0.6467685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07455422331984018,"score_gpt":0.2926744839364889,"score_spread":0.2181202606166487,"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."}}