{"id":"W2042143625","doi":"10.1007/s00234-014-1328-0","title":"Endovascular treatment of head and neck arteriovenous malformations","year":2014,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Embolization; Surgery; Neurosurgery; Arteriovenous malformation; Endovascular treatment; Interventional radiology; Neuroradiology; Head and neck; Radiology; 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":[0.0001702291,0.0002139379,0.0003164728,0.000653857,0.0006028819,0.0005522938,0.0003661207,0.0006397527,0.002354104],"category_scores_gemma":[0.000619665,0.00009445226,0.0004299163,0.0004918545,0.000439409,0.000504143,0.0002736019,0.0008270044,0.0007331861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095735,"about_ca_system_score_gemma":0.0004369221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008578995,"about_ca_topic_score_gemma":0.001605859,"domain_scores_codex":[0.9998903,0.00001775645,0.000008101872,0.00001321939,0.00002511681,0.00004545178],"domain_scores_gemma":[0.9998869,0.00004543472,0.00001676549,0.00001997147,0.000009731785,0.0000211669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00238906,0.0005794611,0.03518226,0.0008530272,0.0004882582,0.1545546,0.0004837471,0.003032981,0.07008669,0.008814324,0.02195047,0.7015852],"study_design_scores_gemma":[0.0003446256,0.001407477,0.07226761,0.0002890708,0.0004236066,0.6768593,0.0004463489,0.005614938,0.06233796,0.007755057,0.1721405,0.0001135054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8360474,0.0730214,0.02246198,0.004036319,0.001927521,0.0001092247,0.0004298596,0.0004035235,0.06156283],"genre_scores_gemma":[0.9717359,0.01202618,0.006431586,0.001000177,0.001680158,0.00005788637,0.0002001227,0.00004976112,0.006818197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002354104,"threshold_uncertainty_score":0.007875323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655794378138396,"score_gpt":0.2520876028686657,"score_spread":0.2355296590872817,"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."}}