{"id":"W4392628003","doi":"","title":"The Occurrence and Longitudinal Changes of Cognitive Impairment After Acute Ischemic Stroke","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Ischemic stroke; Stroke (engine); Cardiology; Medicine; Internal medicine; Cognition; Physical medicine and rehabilitation; Psychiatry; Ischemia; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001877638,0.0002365219,0.0004171464,0.00009588629,0.0002180973,0.0004281781,0.001058169,0.00004715882,0.001016283],"category_scores_gemma":[0.0003994755,0.0001517111,0.0001018717,0.0003973229,0.000368322,0.0005944096,0.0009420644,0.0002586459,0.0000084147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001142178,"about_ca_system_score_gemma":0.00003382037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003013024,"about_ca_topic_score_gemma":0.000008939771,"domain_scores_codex":[0.9982389,0.0001558861,0.000360411,0.0004742797,0.0004611454,0.0003094221],"domain_scores_gemma":[0.9984137,0.0006637793,0.0004434507,0.0001718658,0.00009200749,0.0002151601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002384705,0.000558681,0.7138392,0.00006646958,0.0002130603,0.0003054375,0.0003898073,0.000003059283,0.2558214,0.00002969439,0.007422034,0.0189665],"study_design_scores_gemma":[0.001170985,0.000220141,0.719975,0.0001513617,0.0001834878,0.00001879536,0.0000712781,0.00004214389,0.2761156,0.0006766033,0.001100098,0.0002745711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913656,0.005801996,0.00003004011,0.0009877266,0.0001247478,0.00049737,0.0004286248,0.00001488573,0.0007490795],"genre_scores_gemma":[0.9828288,0.01578109,0.0000088706,0.001233535,0.0000279124,0.00006591152,0.00000229457,0.000012221,0.00003939079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02029417,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2380512182460077,"score_gpt":0.4990370668107901,"score_spread":0.2609858485647824,"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."}}