{"id":"W2162986573","doi":"10.1016/s0720-048x(03)00092-5","title":"Management of intracranial dural arteriovenous shunts in adults","year":2003,"lang":"en","type":"review","venue":"European Journal of Radiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Natural history; Presentation (obstetrics); Arteriovenous malformation; Angiography; Radiology; Dura mater; Endovascular treatment; Surgery; Management strategy; Aneurysm; Internal medicine","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":[0.000395371,0.0007594812,0.001576863,0.002208563,0.0002323651,0.0008405809,0.001066078,0.0009052235,0.001403817],"category_scores_gemma":[0.001008504,0.0002126078,0.0004828196,0.001497618,0.0003681924,0.0009824482,0.0003657621,0.0009422007,0.0007578192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003490922,"about_ca_system_score_gemma":0.0006609194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008429491,"about_ca_topic_score_gemma":0.00189391,"domain_scores_codex":[0.9997572,0.00003826053,0.00006116815,0.00004099115,0.00008609999,0.00001628187],"domain_scores_gemma":[0.9996031,0.0001956236,0.0001057958,0.000008780802,0.00005541451,0.00003124617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006992773,0.00008258696,0.001083702,0.009197641,0.0001121414,0.003871141,0.00007111909,0.0003649884,0.001150519,0.0004553169,0.01232171,0.9712192],"study_design_scores_gemma":[0.0001596591,0.0004966619,0.01337549,0.01279837,0.00123628,0.1158031,0.0003759862,0.0007105891,0.002095095,0.002233646,0.8506096,0.0001055558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006928392,0.9979593,0.0002904078,0.0001896754,0.0001201393,0.000004810644,0.00001227259,0.00001207493,0.0007185346],"genre_scores_gemma":[0.004501577,0.9938037,0.0006691099,0.0002323649,0.0003627434,0.000006553263,0.00004083294,0.000002469694,0.0003806546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002208563,"threshold_uncertainty_score":0.00469619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263890165718757,"score_gpt":0.2861917595085121,"score_spread":0.2635528578513245,"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."}}