{"id":"W4417072831","doi":"10.33140/ijp.10.04.03","title":"Cognitive Impairment Among Stroke Survivors at the University of Calabar Teaching Hospitalcalabar Cross River State, Nigeria","year":2025,"lang":"","type":"article","venue":"International Journal of Psychiatry","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Cognitive impairment; Cognition; Economic shortage; Modified Rankin Scale; Montreal Cognitive Assessment; Activities of daily living; Neuropsychiatry","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":[0.0002589103,0.0002012673,0.000223976,0.0008302242,0.001320234,0.0005151873,0.0002477222,0.0002712979,0.001912281],"category_scores_gemma":[0.0007663066,0.0002158621,0.0001206356,0.0009323521,0.0002552076,0.000313798,0.0003631653,0.0002918413,0.0001819137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532807,"about_ca_system_score_gemma":0.001284247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04738497,"about_ca_topic_score_gemma":0.09019211,"domain_scores_codex":[0.9998349,0.00002145218,0.00002405129,0.0000175055,0.00003952826,0.00006241834],"domain_scores_gemma":[0.9997132,0.00003134273,0.0001056532,0.000007684239,0.00006492365,0.00007709375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003187883,0.0001364496,0.9939984,0.00004726354,0.000008197608,0.0005537748,0.001580765,0.00001121502,0.0002695163,0.00001743883,0.0002588748,0.003086257],"study_design_scores_gemma":[0.000005821654,0.0001204142,0.9921852,0.0000698772,0.00001356502,0.0005842851,0.006556223,0.00004462143,0.00005661463,0.00002093821,0.000337205,0.000005215536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992952,0.0001501829,0.000007366987,0.00008335022,0.000004051748,0.00001464185,0.00005871164,8.358138e-7,0.0003856215],"genre_scores_gemma":[0.999188,0.0003973617,0.00002714239,0.00005689,0.000006093701,0.00001298972,0.0000884471,2.972098e-7,0.00022288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04738497,"threshold_uncertainty_score":0.09421831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004379413129711144,"score_gpt":0.2802669576205426,"score_spread":0.2758875444908315,"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."}}