{"id":"W4408020996","doi":"10.18621/eurj.1618895","title":"Cognitive dysfunction after ischemic stroke","year":2025,"lang":"en","type":"article","venue":"The European Research Journal","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Ischemic stroke; Cognition; Cardiology; Internal medicine; Physical medicine and rehabilitation; Ischemia; Psychiatry","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":[0.0004834549,0.0004578631,0.0004216961,0.001050118,0.0005609716,0.0006126034,0.0003382953,0.0003131429,0.002416024],"category_scores_gemma":[0.001429564,0.00008119334,0.0003843865,0.001026487,0.000231576,0.000279121,0.0004609358,0.0004943273,0.0003966684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873172,"about_ca_system_score_gemma":0.0005125785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003353829,"about_ca_topic_score_gemma":0.003895202,"domain_scores_codex":[0.9996506,0.00005792434,0.00004131178,0.00004578964,0.0001035272,0.0001007477],"domain_scores_gemma":[0.999382,0.00006963382,0.0002854929,0.00001979264,0.0001126657,0.0001303729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002416846,0.0002247718,0.9828341,0.00009963434,0.0001358887,0.0006985536,0.0001434295,0.0000516734,0.0001707581,0.00005734339,0.0005112591,0.01483087],"study_design_scores_gemma":[0.00000507485,0.000164794,0.9983784,0.00002666251,0.00003571239,0.0008816107,0.00006759734,0.00003694401,0.00003753568,0.00007321056,0.000288822,0.000003575722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987976,0.004327438,0.0001105364,0.0003283146,0.00005912281,0.00003484861,0.000550765,0.00001360748,0.006599281],"genre_scores_gemma":[0.9979371,0.000914169,0.0000623981,0.0001176855,0.0000756224,0.0000114899,0.0003681709,9.746142e-7,0.0005124498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003353829,"threshold_uncertainty_score":0.00808239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08642755047046387,"score_gpt":0.3666957983640297,"score_spread":0.2802682478935658,"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."}}