{"id":"W2089742511","doi":"10.1007/s00234-013-1285-z","title":"Factors determining the success of endovascular treatments among patients with spinal dural arteriovenous fistulas","year":2013,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Embolization; Arteriovenous fistula; Cyanoacrylate; GLUE; Surgery; Interventional radiology; Neurosurgery; Neuroradiology; Endovascular treatment; Fistula; Occlusion; Radiology; Retrospective cohort study; Vein; Neurology; Aneurysm","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003109462,0.0001878325,0.0003758647,0.00007422503,0.0001027731,0.00001494087,0.0001003794,0.00005601648,0.0001045592],"category_scores_gemma":[0.0000360829,0.00009464162,0.0001519563,0.0001004048,0.00015537,0.0001263407,0.00002754535,0.00009533927,0.00001472702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004396587,"about_ca_system_score_gemma":0.00002179256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001656703,"about_ca_topic_score_gemma":0.00001722194,"domain_scores_codex":[0.9990492,0.00008212255,0.0002495815,0.0002016688,0.0001795124,0.0002378749],"domain_scores_gemma":[0.9992374,0.00005700628,0.0001407527,0.0003689832,0.0001177244,0.00007814138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002488812,0.0004514399,0.9964404,0.00001630541,0.0003068439,0.000009242124,0.0001546321,0.00001181802,0.00001595788,0.0000105605,0.00003803861,0.002519934],"study_design_scores_gemma":[0.002714393,0.002608529,0.9937795,0.00002631541,0.0002963602,0.0000199476,0.00003813402,0.00004592612,0.0002934189,0.000004555864,0.00009505491,0.00007779628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986978,0.00004294679,0.00001208734,0.0001267276,0.00009014988,0.0008182745,0.000008449489,0.00002147848,0.0001820713],"genre_scores_gemma":[0.9995422,0.00001411169,0.00005028073,0.0001279313,0.00001993305,0.0001206148,0.00008839479,0.00001832748,0.000018245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002689505,"threshold_uncertainty_score":0.3859373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150695840613017,"score_gpt":0.2267704102797812,"score_spread":0.2117008262184795,"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."}}