{"id":"W4385064711","doi":"10.1080/13854046.2023.2237676","title":"Screening for post-stroke neurocognitive disorders in diverse populations: A systematic review","year":2023,"lang":"en","type":"review","venue":"The Clinical Neuropsychologist","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Montreal Cognitive Assessment; Stroke (engine); Cognition; Population; Medicine; Cognitive impairment; Clinical psychology; Gerontology; Psychology; Psychiatry; Environmental health","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002769791,0.0006561541,0.003258916,0.0002478111,0.0002936691,0.00006779136,0.001858774,0.0003680197,0.0000177408],"category_scores_gemma":[0.04893286,0.0003873354,0.001787663,0.0008756284,0.0008305789,0.00008624812,0.0004288073,0.001653506,0.0004191455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001669831,"about_ca_system_score_gemma":0.00007024244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001519277,"about_ca_topic_score_gemma":0.00007124322,"domain_scores_codex":[0.9887908,0.005856315,0.002862725,0.001563143,0.0002753238,0.0006516864],"domain_scores_gemma":[0.9795344,0.01750003,0.001478058,0.001306076,0.00006241425,0.0001190531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001101821,0.0005880485,0.00001351359,0.719826,0.0001110266,0.001484328,0.00008565318,0.000001446408,0.00000836247,0.0001988529,0.00148175,0.2760908],"study_design_scores_gemma":[0.002109747,0.001955865,0.00008004784,0.8057728,0.007615522,0.001513388,0.0001762294,0.00003349295,8.310602e-7,0.0009093037,0.1776661,0.002166709],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007403256,0.9822513,0.00004579997,0.00114949,0.001967474,0.01314422,0.0008200224,0.0003279504,0.0002197369],"genre_scores_gemma":[0.00003324865,0.9845746,0.00004144905,0.01260252,0.0002357623,0.001240958,0.00008417333,0.0001276086,0.001059674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2739241,"threshold_uncertainty_score":0.9998578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4366254865761514,"score_gpt":0.528858061894003,"score_spread":0.09223257531785156,"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."}}