{"id":"W4353061681","doi":"10.3390/medicina59030637","title":"Importance of Retesting for the Final Diagnosis of Post-Stroke Cognitive Impairment","year":2023,"lang":"en","type":"article","venue":"Medicina","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Dementia; Ischaemic stroke; Cognitive impairment; Montreal Cognitive Assessment; Cognition; Internal medicine; Inclusion and exclusion criteria; Physical therapy; Pediatrics; Ischemia; Psychiatry; Disease; Pathology","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":[0.03407094,0.0009104806,0.00147447,0.001823505,0.000845361,0.001182477,0.001212256,0.001563024,0.0007480426],"category_scores_gemma":[0.07096148,0.0004210062,0.001074945,0.0009319445,0.0009242609,0.001840101,0.0006793238,0.001667235,0.0008325272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005812731,"about_ca_system_score_gemma":0.001066615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003266657,"about_ca_topic_score_gemma":0.005426179,"domain_scores_codex":[0.9787251,0.01053564,0.004004826,0.001845611,0.004275179,0.0006136543],"domain_scores_gemma":[0.9215211,0.04348216,0.01173036,0.006885874,0.01456821,0.001812426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005631265,0.0002298321,0.9674343,0.0002266946,0.0001734981,0.000511393,0.0006669323,0.0002404172,0.001096078,0.00008099681,0.001410263,0.02736654],"study_design_scores_gemma":[0.00003245637,0.0009862065,0.9941705,0.0001565821,0.0000894125,0.001070751,0.0003309498,0.0008064996,0.0006170095,0.0001367515,0.001573905,0.00002897215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753327,0.006063022,0.006796044,0.002248572,0.001568742,0.001074334,0.0006828326,0.0002021412,0.006031654],"genre_scores_gemma":[0.9908407,0.0007988711,0.005881488,0.0004623342,0.0004493571,0.0004932206,0.0005668051,0.00002498075,0.0004822507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03407094,"threshold_uncertainty_score":0.1801865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665710039836716,"score_gpt":0.3056394052818388,"score_spread":0.2689823048834716,"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."}}