{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004612619,0.0001528574,0.0002340026,0.0008413169,0.0003682016,0.000451512,0.0002488173,0.0003685298,0.002186825],"category_scores_gemma":[0.002078257,0.0001675583,0.0002549581,0.0008249348,0.0002000646,0.0003115121,0.0002994233,0.0005361315,0.0002049524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376675,"about_ca_system_score_gemma":0.0002964632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005473561,"about_ca_topic_score_gemma":0.007039856,"domain_scores_codex":[0.999701,0.0000583601,0.00004543434,0.00004153692,0.0000747217,0.00007902615],"domain_scores_gemma":[0.9983624,0.0003330363,0.0006443124,0.00004916893,0.000194738,0.0004163355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004862354,0.00004951511,0.9994884,0.000003956134,0.00001583438,0.00003184454,0.00003896774,0.000007282469,0.00002389609,0.000003111201,0.00003039662,0.000258203],"study_design_scores_gemma":[0.000002540873,0.0000837558,0.9996344,0.00000292087,0.00000884945,0.00007402492,0.0001138224,0.00003220162,0.000009826174,0.000005683516,0.00003074652,0.000001260814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995522,0.00008901925,0.00000914774,0.00002948491,0.000002687815,0.000004364119,0.0001042624,8.643598e-7,0.0002079371],"genre_scores_gemma":[0.999721,0.00004116489,0.00001036043,0.0000130192,0.00000420278,0.000003770529,0.000125342,3.513643e-7,0.0000808015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005473561,"threshold_uncertainty_score":0.01088339,"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."}}