{"id":"W4306311487","doi":"10.31363/2313-7053-2022-56-3-48-56","title":"Premorbid factors of early post-stroke cognitive impairment","year":2022,"lang":"en","type":"article","venue":"V M BEKHTEREV REVIEW OF PSYCHIATRY AND MEDICAL PSYCHOLOGY","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cognition; Stroke (engine); Stroop effect; Apathy; Leukoaraiosis; Anxiety; Montreal Cognitive Assessment; Cardiology; Medicine; Internal medicine; Audiology; Dementia; Psychiatry; Cognitive impairment","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":[0.0003105983,0.0005577076,0.0004704171,0.001072466,0.0006469431,0.0005494441,0.000286106,0.0005805129,0.002261378],"category_scores_gemma":[0.00139435,0.0001969733,0.0003140524,0.0006565239,0.0002698728,0.0002691885,0.0003474531,0.0006764328,0.0003526591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212984,"about_ca_system_score_gemma":0.0004366327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00244778,"about_ca_topic_score_gemma":0.00386143,"domain_scores_codex":[0.9997749,0.00003709571,0.00002848034,0.00003818167,0.00005387426,0.00006748691],"domain_scores_gemma":[0.9993652,0.00008776498,0.0002601574,0.00003095339,0.00007785526,0.0001779866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441001,0.000155626,0.9975843,0.0000150262,0.00003328217,0.0003977563,0.00004627616,0.00002203372,0.0001635126,0.00002030124,0.00007730163,0.001340427],"study_design_scores_gemma":[0.000003957286,0.0001482684,0.9987772,0.000003710153,0.00001334547,0.0008372329,0.00004718487,0.00003485537,0.00002971607,0.0000251998,0.00007715743,0.000002215611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981334,0.0004964893,0.00006177888,0.00005083924,0.00001188236,0.00002355539,0.0002243727,0.00000513533,0.0009926292],"genre_scores_gemma":[0.999196,0.0001489064,0.0000518116,0.00002581559,0.00003124068,0.00001194246,0.0002907414,8.644012e-7,0.0002427952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00244778,"threshold_uncertainty_score":0.007565022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893031728972444,"score_gpt":0.3393315299721397,"score_spread":0.3104012126824152,"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."}}