{"id":"W4386121603","doi":"10.3389/fphar.2023.1207075","title":"The efficacy and safety of post-stroke cognitive impairment therapies: an umbrella review","year":2023,"lang":"en","type":"review","venue":"Frontiers in Pharmacology","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Donepezil; Citicoline; Montreal Cognitive Assessment; Cochrane Library; Adverse effect; Memantine; Activities of daily living; Stroke (engine); Dementia; Internal medicine; Pharmacology; Physical therapy; Meta-analysis; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004103516,0.0004063677,0.001504743,0.000150893,0.0001764231,0.00001667333,0.0004980282,0.0001782308,0.00005338792],"category_scores_gemma":[0.0002643571,0.0002433516,0.000247275,0.0004065159,0.0005591008,0.00005191575,0.0002013288,0.000497398,0.00002675655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005003954,"about_ca_system_score_gemma":0.0001111313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006025763,"about_ca_topic_score_gemma":0.000002100537,"domain_scores_codex":[0.9962384,0.001667224,0.0007282153,0.000712109,0.0001921478,0.000461929],"domain_scores_gemma":[0.9973748,0.001833911,0.0004312414,0.0002173575,0.00003350207,0.0001092233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003040005,0.0004628196,0.00002060787,0.00699105,0.0002320343,0.0001583647,0.00006707807,2.351858e-7,0.00001960819,0.00002961081,0.004185521,0.9875291],"study_design_scores_gemma":[0.002773552,0.001495543,0.00006256557,0.006382312,0.001543166,0.00003237697,0.0000540358,0.00001287075,0.00003589435,0.000283475,0.9869334,0.0003908176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002252365,0.9944325,0.000004563755,0.0002423112,0.001331806,0.003120037,0.0003932279,0.00004046084,0.0002098338],"genre_scores_gemma":[0.00007465502,0.9971953,0.00001780404,0.001871307,0.00003804292,0.0003833018,0.00002424255,0.00004561305,0.0003497321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871383,"threshold_uncertainty_score":0.9923589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06398872399519853,"score_gpt":0.3849172537484501,"score_spread":0.3209285297532516,"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."}}