{"id":"W4221011770","doi":"","title":"Prevalence of Clinical and Neuroimaging Markers in Cerebral Amyloid Angiopathy: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"UCL Discovery (University College London)","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Superficial siderosis; Cerebral amyloid angiopathy; Odds ratio; Hyperintensity; Intracerebral hemorrhage; Internal medicine; Neuroimaging; Meta-analysis; Dementia; Prospective cohort study; Pathology; Magnetic resonance imaging; Radiology; Disease; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.01505246,0.002544828,0.01609472,0.007605023,0.0007445219,0.003385675,0.002192605,0.002160399,0.002748856],"category_scores_gemma":[0.03872256,0.001694118,0.03685754,0.009321247,0.0008309956,0.001734385,0.001567952,0.001542762,0.0002724994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318766,"about_ca_system_score_gemma":0.003369639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006767023,"about_ca_topic_score_gemma":0.01449679,"domain_scores_codex":[0.9881323,0.005282197,0.003566978,0.001509513,0.001127493,0.0003815226],"domain_scores_gemma":[0.9695803,0.02244359,0.004653194,0.001035146,0.001983505,0.000304286],"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":[0.001064673,0.00001961587,0.01478226,0.3114757,0.6627933,0.0001872657,0.0001017527,0.00061809,0.0002041015,0.0001158626,0.0006748115,0.007962663],"study_design_scores_gemma":[0.0002731974,0.0001151283,0.008277844,0.02308615,0.9664887,0.0001581558,0.00004897393,0.0002182199,0.00008310805,0.0001599618,0.001067034,0.00002340594],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008170987,0.9895033,0.0006080084,0.0002453827,0.0001191402,0.0002105786,0.0008829304,0.00002428168,0.000235449],"genre_scores_gemma":[0.2998048,0.6923446,0.003111382,0.001032554,0.0003338412,0.001468059,0.001581133,0.0000384885,0.000285159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01609472,"threshold_uncertainty_score":0.07960594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07478895576374582,"score_gpt":0.3363834496613238,"score_spread":0.261594493897578,"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."}}