{"id":"W3111370136","doi":"10.1002/alz.041688","title":"The clinical characteristics of cognitive impairment in patients with vascular mild cognitive impairment","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrophy; Montreal Cognitive Assessment; Temporal lobe; Cognitive impairment; Neuropsychology; Medicine; Cognition; Internal medicine; Frontal lobe; Psychology; White matter; Audiology; Cardiology; Psychiatry; Magnetic resonance imaging; Radiology; Epilepsy","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":[0.0002751267,0.0003001166,0.000412179,0.001082138,0.0005551309,0.0005524797,0.000248924,0.0004634069,0.001441473],"category_scores_gemma":[0.001612021,0.0001457754,0.0002776013,0.0008200583,0.0002768533,0.0003307693,0.0002690992,0.00040925,0.000243874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002986088,"about_ca_system_score_gemma":0.0002766792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00343521,"about_ca_topic_score_gemma":0.003338995,"domain_scores_codex":[0.999749,0.00004151218,0.00004167454,0.00005447299,0.00005317176,0.00006016497],"domain_scores_gemma":[0.9991654,0.0001112409,0.0003340316,0.00003096238,0.0001133337,0.0002449743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131599,0.00004286367,0.9979162,0.00001131295,0.00003080666,0.0003378862,0.00005722084,0.00002300644,0.0001726747,0.00001105746,0.00009167947,0.001173653],"study_design_scores_gemma":[0.000006492477,0.0000837479,0.9984598,0.000004374851,0.0000126941,0.00110873,0.0001100296,0.00007249408,0.00002749703,0.00002548585,0.00008541198,0.000003290076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989893,0.0003282745,0.0000302869,0.00004036446,0.000007802199,0.000006105973,0.0001250468,0.000002610256,0.0004701081],"genre_scores_gemma":[0.9996823,0.00004842364,0.00002110688,0.00002436936,0.00001510126,0.000004012209,0.0001398319,5.04074e-7,0.0000643722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00343521,"threshold_uncertainty_score":0.006830454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079854675039524,"score_gpt":0.2764436640478314,"score_spread":0.2556451172974362,"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."}}