{"id":"W4281783650","doi":"10.31234/osf.io/y8we5","title":"Validation of the UK English Oxford Cognitive Screen-Plus in Sub-Acute and Chronic Stroke Survivors.","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stroke Association","keywords":"Montreal Cognitive Assessment; Stroke (engine); Neuropsychology; Cognition; Construct validity; Neuropsychological assessment; Medicine; Cognitive impairment; Psychology; Neuropsychological test; Physical therapy; Psychometrics; Audiology; Clinical psychology; 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":[0.005369669,0.0005940928,0.0007421068,0.001705485,0.0004491245,0.0007756888,0.0007241864,0.0005706488,0.004201503],"category_scores_gemma":[0.01833992,0.0002940698,0.0007310393,0.001435005,0.0003825529,0.0007747986,0.00161536,0.0003948245,0.002136082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009506226,"about_ca_system_score_gemma":0.001329971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02107835,"about_ca_topic_score_gemma":0.02980145,"domain_scores_codex":[0.9960344,0.001112654,0.001104812,0.0003670692,0.001097703,0.0002832468],"domain_scores_gemma":[0.9912094,0.001600821,0.002154458,0.0004741452,0.004089588,0.000471649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001861409,0.0003225225,0.9539342,0.0004763056,0.0001593142,0.0001804987,0.0009341532,0.0001387815,0.0008704471,0.0001530407,0.004176411,0.03679291],"study_design_scores_gemma":[0.0001513842,0.0004308098,0.9940069,0.0001033592,0.0000503185,0.0002202526,0.0002903688,0.0001449112,0.0002612984,0.0000397613,0.004288948,0.00001184869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785873,0.001501997,0.0009049507,0.0003725103,0.0001515096,0.001778131,0.01053875,0.0000595439,0.00610536],"genre_scores_gemma":[0.9740117,0.0008551102,0.002007,0.000464444,0.00008901539,0.002561681,0.01496904,0.00003063986,0.00501135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107835,"threshold_uncertainty_score":0.0419113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915283155370701,"score_gpt":0.3071922779681686,"score_spread":0.2880394464144616,"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."}}