{"id":"W4220755870","doi":"10.1161/strokeaha.121.035836","title":"Prevalence of Clinical and Neuroimaging Markers in Cerebral Amyloid Angiopathy: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Cerebral amyloid angiopathy; Neuroimaging; Superficial siderosis; Magnetic resonance imaging; Cohort; Stroke (engine); Amyloid (mycology); Odds ratio; Amyloid β; Cognitive impairment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002529975,0.0001145053,0.001698554,0.0002169573,0.00005480804,0.000009412945,0.0001046798,0.00002447219,0.0006563772],"category_scores_gemma":[0.0004961718,0.00008341022,0.0004638616,0.0004341679,0.0001126907,0.00005483249,0.0001818265,0.0003963352,0.000001398774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001458191,"about_ca_system_score_gemma":0.00005625269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005456931,"about_ca_topic_score_gemma":0.000005283893,"domain_scores_codex":[0.9977165,0.0006011688,0.000752743,0.0003183713,0.0004121744,0.0001989811],"domain_scores_gemma":[0.9991534,0.0001975695,0.0001619721,0.0003269292,0.00005575084,0.0001044094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001980158,0.0002256306,0.4438304,0.5335076,0.02068442,0.0003822865,0.0002333671,0.00000641417,0.0001319219,0.0001642853,0.0001255087,0.0005101067],"study_design_scores_gemma":[0.001783435,0.000836374,0.169365,0.001201307,0.7969122,0.0005023847,0.0007876155,0.02811742,0.00005904337,0.00005589842,0.00001093648,0.0003683532],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8411037,0.1526483,0.0000299053,0.00329406,0.00002370863,0.001960082,0.0001476135,0.00002044206,0.0007721626],"genre_scores_gemma":[0.9947654,0.001364739,0.0005792076,0.0005778782,0.000008852709,0.0001198308,0.000004147751,0.000009530992,0.0025704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7762278,"threshold_uncertainty_score":0.7186869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05824978131054401,"score_gpt":0.3556302151229215,"score_spread":0.2973804338123774,"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."}}