{"id":"W2413593417","doi":"10.1136/neurintsurg-2015-011917.147","title":"E-072 onyx versus nbca and coils in the treatment of intracranial dural arteriovenous fistulae, a 17 year local retrospective review","year":2015,"lang":"en","type":"article","venue":"","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Embolization; Surgery; Cyanoacrylate; Radiology; Arteriovenous malformation; Endovascular treatment; 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":[0.0008109609,0.0001724844,0.0003588813,0.001873301,0.0003167994,0.0006816767,0.0002738838,0.000510753,0.001601803],"category_scores_gemma":[0.001807055,0.0002093447,0.0005909636,0.002794642,0.00030951,0.0007346596,0.0003073203,0.0002545548,0.0003440821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578497,"about_ca_system_score_gemma":0.0008530441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773573,"about_ca_topic_score_gemma":0.00211323,"domain_scores_codex":[0.999347,0.0001203885,0.0002589838,0.00008406441,0.0001278502,0.00006171376],"domain_scores_gemma":[0.9985048,0.000430616,0.0007056046,0.00005458512,0.0001905206,0.0001138332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007743839,0.0001272087,0.9203553,0.004407603,0.0005457764,0.01257856,0.0004990937,0.00008347545,0.0009829258,0.0002552396,0.002690804,0.05669967],"study_design_scores_gemma":[0.0001125454,0.0007681783,0.8559415,0.003145993,0.001709872,0.108453,0.00286115,0.0002387248,0.001081133,0.0001449076,0.025503,0.00003996937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860508,0.1341115,0.0003617946,0.0003483957,0.0001022454,0.0001060053,0.001197083,0.0000109438,0.003253973],"genre_scores_gemma":[0.935579,0.06157585,0.0003627581,0.000529091,0.0001858921,0.00007844909,0.001096977,0.00001141336,0.0005806405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001873301,"threshold_uncertainty_score":0.005358577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412353148135453,"score_gpt":0.2987948231957941,"score_spread":0.2646712917144396,"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."}}