{"id":"W4283832548","doi":"10.1684/epd.2022.1442","title":"Clinical characteristics of cognitive impairment and its related risk factors in post‐stroke epilepsy","year":2022,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Epilepsy; Neurology; Internal medicine; Stroke (engine); Depression (economics); Anxiety; Hospital Anxiety and Depression Scale; Incidence (geometry); Cognition; Physical therapy; Cognitive impairment; Pediatrics; Psychiatry","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":[0.0002943851,0.0002253882,0.0002637765,0.0008916071,0.0003261997,0.0003912477,0.0001627231,0.0002975917,0.001067403],"category_scores_gemma":[0.001118164,0.00009150997,0.0003122882,0.0009212234,0.0002087459,0.000369793,0.0002592571,0.0002840604,0.0001702119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136769,"about_ca_system_score_gemma":0.0003764869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004192661,"about_ca_topic_score_gemma":0.006270027,"domain_scores_codex":[0.999761,0.00003138653,0.00005588566,0.00003492603,0.00006101969,0.00005576816],"domain_scores_gemma":[0.9992734,0.00006851399,0.0004186529,0.00002255633,0.00008207342,0.0001349075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009274662,0.00003011071,0.9987339,0.000007861142,0.00002155933,0.0001346026,0.0000338957,0.00001955794,0.0000793552,0.000005199714,0.00004214966,0.0007988936],"study_design_scores_gemma":[0.000003087523,0.00005216331,0.9995077,0.000002301035,0.00000638088,0.0002648038,0.00005893743,0.00003320249,0.00001748856,0.000007577678,0.00004483249,0.000001558634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992014,0.0002205732,0.0000166879,0.00002877861,0.000003419753,0.000007515401,0.0001376905,0.000001158354,0.0003828323],"genre_scores_gemma":[0.9995926,0.00007240861,0.00001661909,0.0000134945,0.000007807446,0.000005404008,0.0001834383,3.130182e-7,0.000107797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192661,"threshold_uncertainty_score":0.008336484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160434213783379,"score_gpt":0.3092024176067783,"score_spread":0.2931589962284404,"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."}}