{"id":"W3211112691","doi":"10.3389/fnins.2021.749949","title":"Vascular Risk Factors and Cognition in Multiple System Atrophy","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University","keywords":"Medicine; Internal medicine; Parkinsonism; Diabetes mellitus; Atrophy; Population; Logistic regression; Hyperlipidemia; Disease; Endocrinology","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":[0.0005074426,0.0004855039,0.0003680235,0.001050463,0.0004810264,0.000698425,0.0002656165,0.000371953,0.001962636],"category_scores_gemma":[0.001962369,0.0001520732,0.0005713345,0.001163488,0.000289644,0.0002950744,0.0004214676,0.000752844,0.000178409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989245,"about_ca_system_score_gemma":0.0003626072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00585863,"about_ca_topic_score_gemma":0.007431042,"domain_scores_codex":[0.9997188,0.00007148532,0.0000380227,0.0000546739,0.00006222342,0.0000547972],"domain_scores_gemma":[0.998556,0.0002014648,0.000907401,0.00003374192,0.0001275727,0.0001738354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008758275,0.00004966372,0.9965219,0.00003238894,0.0001313372,0.0001585585,0.00003014303,0.00004806564,0.00008258793,0.00002059925,0.00009458626,0.002742566],"study_design_scores_gemma":[0.000004546762,0.00007597591,0.9988514,0.00002510011,0.00007133894,0.0005102015,0.00003611515,0.0001810703,0.00002679582,0.00005081966,0.0001638559,0.000002880286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929922,0.005510775,0.000105239,0.0001971536,0.00002011093,0.000006652593,0.0002251575,0.000009507125,0.0009332795],"genre_scores_gemma":[0.9988104,0.0007311903,0.00009287756,0.00002983778,0.00003182279,0.000003188499,0.0001363346,0.000001056346,0.0001633558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00585863,"threshold_uncertainty_score":0.01164907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531785926118226,"score_gpt":0.225971058480307,"score_spread":0.2106531992191248,"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."}}