{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01506658,0.002519975,0.01588293,0.00784333,0.0007246921,0.003326471,0.002144707,0.002139042,0.002595334],"category_scores_gemma":[0.03861677,0.001701244,0.03635891,0.009401241,0.0008182973,0.001688185,0.001549127,0.001483448,0.0002555918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256741,"about_ca_system_score_gemma":0.003233623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00634116,"about_ca_topic_score_gemma":0.01387388,"domain_scores_codex":[0.98799,0.005426891,0.003586752,0.001496418,0.00113247,0.0003674596],"domain_scores_gemma":[0.9684317,0.02315409,0.004965295,0.001079051,0.002055421,0.0003144302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001099454,0.00002077861,0.01554052,0.2986231,0.6747814,0.000196841,0.0001025421,0.0006369395,0.0002121311,0.0001125196,0.0006566268,0.00801727],"study_design_scores_gemma":[0.0002724702,0.0001240738,0.008816353,0.02190236,0.9671473,0.000166859,0.00004989788,0.000227967,0.00008561293,0.0001595278,0.001023603,0.00002404221],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009128698,0.988588,0.0006124157,0.0002418835,0.0001217404,0.0002068673,0.0008479565,0.00002366872,0.0002288241],"genre_scores_gemma":[0.3127311,0.6797065,0.003124409,0.0009607818,0.0003319415,0.001393276,0.001447668,0.00003602165,0.0002683685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9841171,"threshold_uncertainty_score":0.07968062,"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."}}