{"id":"W4375853498","doi":"10.1101/2023.05.06.23289604","title":"Association of Seizure with COVID-19 Vaccines in Persons with Epilepsy: A Systematic Review and Meta-analysis","year":2023,"lang":"en","type":"review","venue":"medRxiv","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Vaccination; Epilepsy; Immunization; Incidence (geometry); Internal medicine; Virology; Immunology; Psychiatry; Antibody","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":[0.009065466,0.002744557,0.0190881,0.00647194,0.0006330042,0.003168871,0.001915454,0.002302919,0.003662459],"category_scores_gemma":[0.02523731,0.001500188,0.03952794,0.006965056,0.0006312798,0.001765272,0.001432629,0.00176541,0.0002606063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461549,"about_ca_system_score_gemma":0.003372651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007333313,"about_ca_topic_score_gemma":0.01435806,"domain_scores_codex":[0.993153,0.002631306,0.002422138,0.0007957002,0.000720965,0.0002769249],"domain_scores_gemma":[0.9858491,0.00984483,0.002513844,0.0003823671,0.001213521,0.000196315],"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":[0.001662662,0.00003318225,0.005530109,0.4350183,0.5464916,0.0001743092,0.00007033062,0.0004642968,0.0002108705,0.000102591,0.0006120371,0.009629705],"study_design_scores_gemma":[0.0003795475,0.0001578147,0.004038347,0.0250146,0.9687632,0.0000982527,0.00003899525,0.0001656136,0.00009220898,0.0001188603,0.001111273,0.00002123614],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0046679,0.9938022,0.0003465501,0.0001606316,0.0001048455,0.0002198295,0.0004964179,0.00001934099,0.0001822115],"genre_scores_gemma":[0.1620525,0.8326722,0.00172224,0.0008739633,0.000292712,0.001165304,0.0008575796,0.00002475758,0.0003386813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0190881,"threshold_uncertainty_score":0.04794335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0710661687809298,"score_gpt":0.3337538618473428,"score_spread":0.262687693066413,"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."}}