{"id":"W7126149492","doi":"","title":"The mini-Oxford cognitive screen (Mini-OCS): A very brief cognitive screen for use in chronic stroke","year":2025,"lang":"","type":"article","venue":"Newcastle University ePrints (Newcastle Univesity)","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Stroke (engine); Dementia; Chronic stroke; Neuropsychology; Acquired brain injury; Attribution; Montreal Cognitive Assessment; Chronic care","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":[0.001473708,0.0005753159,0.0008383204,0.002193398,0.0002683605,0.0005083043,0.0003931427,0.0004387383,0.004455341],"category_scores_gemma":[0.003955345,0.0001861136,0.0004022207,0.001124501,0.0002069548,0.0005569456,0.0006959666,0.0005478744,0.0009601215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668276,"about_ca_system_score_gemma":0.0009328955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006561769,"about_ca_topic_score_gemma":0.01510282,"domain_scores_codex":[0.9990484,0.000264986,0.0002209415,0.00007103052,0.000311535,0.00008313429],"domain_scores_gemma":[0.9985593,0.000209481,0.0005013766,0.00004718848,0.0005039653,0.0001786267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002541059,0.001012759,0.64627,0.001949273,0.0006289236,0.0005526492,0.001320804,0.0003976239,0.004268863,0.001091288,0.1123594,0.2276074],"study_design_scores_gemma":[0.0001147002,0.0006337633,0.9836124,0.0003322523,0.00006247403,0.0004465491,0.0001592621,0.0001729513,0.0003119611,0.000198371,0.01392206,0.00003335566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8918412,0.008511131,0.005287335,0.001884635,0.0003961529,0.005513075,0.05869009,0.0006039173,0.02727254],"genre_scores_gemma":[0.8637388,0.007500479,0.01731654,0.000812955,0.0002214642,0.006291959,0.08092614,0.00005998094,0.02313168],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006561769,"threshold_uncertainty_score":0.01490456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481778536487239,"score_gpt":0.2822926459620761,"score_spread":0.2474748605972037,"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."}}