{"id":"W4390782635","doi":"10.3390/bs14010042","title":"MoCA Domain-Specific Pattern of Cognitive Impairment in Stroke Patients Attending Intensive Inpatient Rehabilitation: A Prospective Study","year":2024,"lang":"en","type":"article","venue":"Behavioral Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero della Salute","keywords":"Cognition; Montreal Cognitive Assessment; Stroke (engine); Rehabilitation; Executive functions; Physical medicine and rehabilitation; Executive dysfunction; Medicine; Cognitive deficit; Psychology; Physical therapy; Cognitive impairment; Psychiatry; Neuropsychology","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":[0.0007250429,0.0001828203,0.0003011332,0.0005786014,0.0001120726,0.00008154526,0.0001265969,0.00003930055,0.0002355481],"category_scores_gemma":[0.00005317721,0.0001385953,0.0001074822,0.001028769,0.0005319292,0.0002851785,0.0001448605,0.0002207289,0.00002837505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823816,"about_ca_system_score_gemma":0.0001477336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002387001,"about_ca_topic_score_gemma":0.00009454114,"domain_scores_codex":[0.9971979,0.0001488733,0.0004630556,0.0006161128,0.001173938,0.0004001011],"domain_scores_gemma":[0.9988606,0.000190756,0.00007693201,0.000115252,0.0006407289,0.0001157584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001963557,0.003494997,0.9577105,0.00004194884,0.00002382483,0.00008584884,0.01611568,3.226505e-7,0.0002545104,0.00002733647,0.00008418247,0.0219645],"study_design_scores_gemma":[0.002116448,0.01891093,0.8956907,0.0006134649,0.00005476315,0.000003791377,0.08183762,0.0000165999,0.0005158859,0.00007841369,0.00003411632,0.0001273188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99545,0.0001159176,0.00006269572,0.0002984462,0.000228071,0.003209548,0.00005055295,0.00003418751,0.0005506069],"genre_scores_gemma":[0.9993224,0.000007879379,0.0001303627,0.00003797645,0.00002694409,0.0003679533,0.00001772095,0.00001172472,0.00007700655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06572194,"threshold_uncertainty_score":0.5651754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358327252994931,"score_gpt":0.3753226701197508,"score_spread":0.3394899448202577,"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."}}