{"id":"W2921238164","doi":"10.1016/j.wneu.2019.02.115","title":"Hemorrhage, Seizures, and Dynamic Changes of Familial versus Nonfamilial Cavernous Malformation: Systematic Review and Meta-analysis","year":2019,"lang":"en","type":"review","venue":"World Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Brain Aneurysm Foundation; Genome Canada","keywords":"Medicine; Meta-analysis; Cavernous malformations; Venous malformation; Clinical neurology; Pediatrics; Radiology; Magnetic resonance imaging; Pathology; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003808659,0.001926595,0.01138107,0.003177024,0.0005598029,0.002275637,0.001705576,0.002047718,0.00448978],"category_scores_gemma":[0.01288152,0.00116871,0.02223673,0.005400634,0.0006440403,0.001498993,0.001510796,0.001504863,0.0003212855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195266,"about_ca_system_score_gemma":0.00209633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008356663,"about_ca_topic_score_gemma":0.02638496,"domain_scores_codex":[0.9971662,0.0007923269,0.001069288,0.0005129717,0.0002845016,0.0001747982],"domain_scores_gemma":[0.9934208,0.004518432,0.001272716,0.0002465201,0.0004149608,0.0001265818],"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":[0.002161189,0.00004619111,0.01611934,0.3451397,0.6209782,0.0002046379,0.0001695347,0.0003115101,0.0003416536,0.0001262491,0.001053894,0.0133479],"study_design_scores_gemma":[0.0005335708,0.0001145857,0.009912057,0.01226209,0.9754087,0.0001179791,0.00009189911,0.00009584161,0.00005597733,0.0001456892,0.00122963,0.00003187692],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01023829,0.9883018,0.0002901513,0.0001244095,0.0001055064,0.00009371358,0.0006636307,0.00001655028,0.0001660857],"genre_scores_gemma":[0.2483201,0.7466404,0.001610325,0.001137665,0.0002787585,0.0004653128,0.001036962,0.00002760913,0.0004827642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01138107,"threshold_uncertainty_score":0.02014238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002810120618168,"score_gpt":0.3428370208873917,"score_spread":0.2425560088255749,"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."}}