{"id":"W4415369559","doi":"10.70065/2594.jaccrafri.020l012010","title":"Cognitive Impairment after Stroke: Prevalence and predictors in a Hospital-Based sample from Cameroon","year":2025,"lang":"","type":"article","venue":"Journal of African clinical cases and reviews.","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Stroke (engine); Cognition; Affect (linguistics); Cognitive impairment; Neurology; Quality of life (healthcare); Multivariate analysis","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":[0.0006726406,0.0004966297,0.0002620129,0.001196128,0.0006859927,0.0005166701,0.0003179098,0.0003493728,0.001755927],"category_scores_gemma":[0.001500473,0.0003624841,0.0002172781,0.0009525606,0.0005177927,0.0004236359,0.0004382181,0.0002820583,0.0001600649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560537,"about_ca_system_score_gemma":0.0003952056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02230949,"about_ca_topic_score_gemma":0.01895266,"domain_scores_codex":[0.9996859,0.0001047456,0.00003504438,0.00005849238,0.000031947,0.00008387761],"domain_scores_gemma":[0.9994905,0.0001178714,0.0002145449,0.0000236796,0.0000627531,0.00009053216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008395378,0.00004845716,0.9981851,0.00001168685,0.00001338284,0.0002727383,0.0003252383,0.00001233553,0.0002987907,0.000009725483,0.00005728809,0.0006813557],"study_design_scores_gemma":[0.000009902581,0.00009846846,0.9982597,0.0000167718,0.00001405992,0.0005054465,0.000824913,0.0001167826,0.00005319011,0.000009951336,0.00008731721,0.000003507555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997171,0.00007163075,0.00002130825,0.00001989727,0.000002661524,0.000009149029,0.00008983463,7.498759e-7,0.00006764377],"genre_scores_gemma":[0.999727,0.00008264529,0.0000261564,0.00001379531,0.000004035455,0.00001108311,0.00009723786,4.417579e-7,0.00003765171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02230949,"threshold_uncertainty_score":0.04435927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836452392061525,"score_gpt":0.3528181777392571,"score_spread":0.3244536538186419,"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."}}