{"id":"W4414760533","doi":"10.1007/s40120-025-00836-5","title":"Safety and Effectiveness of Direct Oral Anticoagulants in Combination with Antiseizure Medications: Protocol for a Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"review","venue":"Neurology and Therapy","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Neurology; MEDLINE; Stroke (engine); Dabigatran","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":[0.04467119,0.006583298,0.02354738,0.008991129,0.002481175,0.00672765,0.005308571,0.006099291,0.05622989],"category_scores_gemma":[0.06604416,0.004217752,0.03291561,0.009194775,0.002978943,0.005656686,0.004144927,0.005611021,0.005147085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119201,"about_ca_system_score_gemma":0.02870319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006229517,"about_ca_topic_score_gemma":0.01106264,"domain_scores_codex":[0.9795752,0.008609818,0.006158161,0.002132214,0.002471453,0.00105314],"domain_scores_gemma":[0.9786607,0.008061847,0.005325697,0.001989142,0.005169646,0.0007929713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0101784,0.0002471597,0.000860187,0.9249859,0.01966734,0.0004429219,0.0007577292,0.001895216,0.001034673,0.003888807,0.01755141,0.01849011],"study_design_scores_gemma":[0.09330861,0.004128293,0.008751807,0.5145501,0.161073,0.0007896444,0.001304667,0.005386294,0.003220832,0.02355362,0.1830255,0.0009076296],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007256208,0.005955375,0.002522647,0.0005306951,0.0004859871,0.9835512,0.00545658,0.0001674914,0.0006043038],"genre_scores_gemma":[0.000729596,0.001445292,0.002758698,0.0002173124,0.00002684439,0.9940194,0.0005506155,0.00001003392,0.0002421573],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05622989,"threshold_uncertainty_score":0.2362466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109592406614306,"score_gpt":0.4410277105149581,"score_spread":0.3314353039006521,"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."}}