{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005615638,0.0002358143,0.0004296946,0.001099363,0.0008753297,0.001141822,0.0004411951,0.001099164,0.003893541],"category_scores_gemma":[0.009938112,0.0002707689,0.0006274697,0.001370315,0.0007040355,0.0008759404,0.0003510031,0.001281668,0.000445247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555655,"about_ca_system_score_gemma":0.0007327379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318427,"about_ca_topic_score_gemma":0.002255754,"domain_scores_codex":[0.9993823,0.0001104883,0.0001153793,0.00007414307,0.0001230704,0.0001946377],"domain_scores_gemma":[0.9925606,0.003579592,0.002134592,0.0002626107,0.0004735783,0.0009891571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000083205,0.00004910359,0.9985964,0.000004349323,0.00002739237,0.0002443475,0.00006024784,0.00005361846,0.00009726184,0.00002400382,0.00005593097,0.0007041225],"study_design_scores_gemma":[0.000009685018,0.0001616436,0.995883,0.00001146203,0.00006594516,0.00223562,0.0007385536,0.0004184461,0.0001100525,0.000121519,0.0002335775,0.00001056623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982932,0.0002814455,0.00008257345,0.0001744634,0.00001109326,0.000004877852,0.00008462454,0.000003649797,0.00106403],"genre_scores_gemma":[0.9996248,0.000114889,0.00004463781,0.00003147145,0.00003277741,0.000002884766,0.00006561978,0.000002667891,0.0000801802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003893541,"threshold_uncertainty_score":0.01302522,"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."}}