{"id":"W4239737101","doi":"10.1093/geront/gnv436.07","title":"DEVELOPMENT OF A DRIVING ASSESSMENT PATHWAY FOR STROKE AND MILD COGNITIVE IMPAIRMENT IN AN IRISH ACUTE CARE HOSPITAL","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Irish; Acute stroke; Cognitive impairment; Acute care; Medicine; Cognitive Assessment System; Acute hospital; Stroke (engine); Cognition; Physical medicine and rehabilitation; Emergency medicine; Health care; Psychiatry; Emergency department; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006061826,0.0001442058,0.000280818,0.00004096827,0.0001376915,0.00001406639,0.0001332512,0.00007565124,0.000007402512],"category_scores_gemma":[0.00003736326,0.0001023222,0.00002974689,0.0000424694,0.0001643205,0.00004408683,0.00007945273,0.0001205595,0.000003769828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453589,"about_ca_system_score_gemma":0.0001885578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002595859,"about_ca_topic_score_gemma":0.001838191,"domain_scores_codex":[0.9987705,0.0001301271,0.0003254922,0.0002620226,0.0001262916,0.0003855952],"domain_scores_gemma":[0.9993313,0.0001547585,0.0001350494,0.0001643344,0.0001218924,0.00009265047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004824683,0.0006801164,0.5724185,0.0001270258,0.0003614407,0.00003041463,0.3441219,0.000002295817,0.00004054303,0.0004857591,0.005174615,0.07607494],"study_design_scores_gemma":[0.00293587,0.001362264,0.8659692,0.00006239607,0.00004190793,0.000003184022,0.1278439,0.00001752206,0.0001209593,0.00005958459,0.001397506,0.0001856545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936963,0.000776038,0.0007447923,0.000517333,0.0003314545,0.0009379226,0.00005548335,0.00002540523,0.002915274],"genre_scores_gemma":[0.9957063,0.000008271098,0.003517479,0.0001414121,0.00004325549,0.0003995942,0.00002301875,0.00001070371,0.0001499683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2935508,"threshold_uncertainty_score":0.4172577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06468068059828472,"score_gpt":0.4011691709680223,"score_spread":0.3364884903697376,"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."}}