{"id":"W4399152420","doi":"","title":"Cognitive Performance is Associated with Altered Cerebral Hemodynamics Assessed by Transcranial Ultrasound in Parkinson’s Disease","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parkinson's disease; Transcranial Doppler; Medicine; Disease; Ultrasound; Cognition; Effects of sleep deprivation on cognitive performance; Hemodynamics; Neuroscience; Physical medicine and rehabilitation; Psychology; Cardiology; Internal medicine; Radiology","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":[0.000289501,0.0009575087,0.0007136402,0.0009016821,0.0006590061,0.0008303915,0.000344944,0.0007289338,0.001551227],"category_scores_gemma":[0.001120434,0.000245031,0.0005486701,0.0006675896,0.0004225554,0.0005756431,0.0005564481,0.0007934826,0.0002308212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004330102,"about_ca_system_score_gemma":0.0002661097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005038099,"about_ca_topic_score_gemma":0.005601703,"domain_scores_codex":[0.9997999,0.00002901049,0.00004430158,0.000057686,0.00003577988,0.00003336795],"domain_scores_gemma":[0.9992637,0.0001151444,0.0003816057,0.00003207246,0.0000801413,0.000127364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001855161,0.0002786936,0.9839414,0.00006044989,0.0002781085,0.002407362,0.0002319255,0.0001645678,0.002810459,0.00006541971,0.0002879848,0.007618529],"study_design_scores_gemma":[0.00002507136,0.000222611,0.9973153,0.00001184033,0.0001148724,0.001325811,0.0001040241,0.0004470616,0.0001743271,0.0001280754,0.0001186679,0.00001236877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983038,0.0005502364,0.00009327379,0.00008427598,0.00001793246,0.000009971631,0.0001259379,0.000009445525,0.0008050433],"genre_scores_gemma":[0.9990583,0.0001879458,0.00009999436,0.00004402973,0.00003483165,0.000009193626,0.0002327559,0.00000307076,0.0003298419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005038099,"threshold_uncertainty_score":0.01001757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195451089247704,"score_gpt":0.4668957956532318,"score_spread":0.3473506867284615,"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."}}