{"id":"W4392234504","doi":"10.1177/15910199241234098","title":"Transvenous embolization of noncavernous dural arteriovenous fistulas (dAVFs): A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Embolization; Arteriovenous fistula; Radiosurgery; Confidence interval; Complication; Radiology; Surgery; Fistula; Meta-analysis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003308189,0.0004765957,0.008819362,0.0006150651,0.00004116093,0.00002313725,0.0001476504,0.0001929364,0.0003662088],"category_scores_gemma":[0.00009748468,0.0002992642,0.008208614,0.0006371366,0.00008943164,0.00004934229,0.00005215679,0.0002522067,0.00007606867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008611162,"about_ca_system_score_gemma":0.00009204211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001419006,"about_ca_topic_score_gemma":0.0000120674,"domain_scores_codex":[0.9966531,0.0005397921,0.001871364,0.0004851895,0.0002565467,0.0001939811],"domain_scores_gemma":[0.9983766,0.0001539517,0.0007064361,0.0005273724,0.0001425498,0.00009308567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000212063,0.0003485492,0.000001040491,0.7505828,0.2479984,0.0001175509,0.00002511939,0.000001298586,3.101312e-8,0.000377474,0.0001366843,0.0004089386],"study_design_scores_gemma":[0.00014915,0.0005682657,0.00001554412,0.03879917,0.9471442,0.003372862,0.000002723588,0.00001588668,1.080809e-7,0.00003147313,0.009733925,0.0001666719],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001156075,0.9960533,0.0001615174,0.0003337787,0.00008172353,0.002693568,0.0005676657,0.00003656948,0.00006031101],"genre_scores_gemma":[0.001165557,0.9959973,0.00005773527,0.0002447034,0.00002246365,0.001036566,0.001049913,0.0000448784,0.000380898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7117836,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09277710879788229,"score_gpt":0.382828091639559,"score_spread":0.2900509828416767,"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."}}