{"id":"W2140787148","doi":"10.1136/bmjopen-2013-003105","title":"Cognitive screening improves the predictive value of stroke severity scores for functional outcome 3–6 months after mild stroke and transient ischaemic attack: an observational study","year":2013,"lang":"en","type":"article","venue":"BMJ Open","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council; National University Health System","keywords":"Medicine; Observational study; Stroke (engine); Predictive value; Ischaemic stroke; Neurology; Cognition; Physical therapy; Emergency medicine; Internal medicine; Physical medicine and rehabilitation; Psychiatry; Ischemia","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":[],"consensus_categories":[],"category_scores_codex":[0.0005719511,0.0001682832,0.0003753199,0.00007599197,0.0001345059,0.00006133239,0.0001250621,0.00007021606,0.0001560118],"category_scores_gemma":[0.0003426809,0.0001103415,0.000132455,0.00007298677,0.000172213,0.000519124,0.0001048968,0.0001546573,0.000003397525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003107027,"about_ca_system_score_gemma":0.000154032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004042781,"about_ca_topic_score_gemma":0.0001068502,"domain_scores_codex":[0.9984573,0.0001376934,0.0004681227,0.0003377362,0.0004167203,0.0001824337],"domain_scores_gemma":[0.9983634,0.0006889965,0.0001577022,0.0002166112,0.0004607795,0.0001125567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004207318,0.0004463923,0.9891258,0.0001079016,0.0003763921,8.296456e-7,0.001916247,0.00004708575,0.0008762144,0.00002278704,0.0005638393,0.002309198],"study_design_scores_gemma":[0.004527045,0.002014739,0.9765257,0.000135889,0.0002180565,0.000005155846,0.01183239,0.004382828,0.0001241887,0.00002404799,0.00008697923,0.0001229789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770177,0.00005821268,0.002468911,0.0009179777,0.0001637076,0.01848679,0.0005789682,0.00001495813,0.0002927698],"genre_scores_gemma":[0.9905117,0.000001790026,0.002303055,0.000509019,0.0001353209,0.00470845,0.00007818067,0.00001918267,0.001733357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01377834,"threshold_uncertainty_score":0.4499595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690139296715113,"score_gpt":0.409874484192491,"score_spread":0.2408605545209796,"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."}}