{"id":"W2159664048","doi":"10.3171/jns.2006.104.2.226","title":"Complications of embolization of arteriovenous malformations of the brain","year":2006,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Toronto General Hospital; Toronto Western Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Embolization; Arteriovenous malformation; Mortality rate; Surgery; Arteriovenous fistula; Intracranial Arteriovenous Malformations; Cerebral angiography; Angiography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004758348,0.0001977832,0.0003117845,0.0007534454,0.0003054797,0.0004179697,0.0002068378,0.0002468579,0.001031569],"category_scores_gemma":[0.005736009,0.0001137683,0.0003026457,0.0005799496,0.0003292217,0.0002313573,0.0003110704,0.0003835153,0.0001679276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436235,"about_ca_system_score_gemma":0.0002859402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040458,"about_ca_topic_score_gemma":0.001632883,"domain_scores_codex":[0.9993561,0.0001799427,0.00009260866,0.00005186875,0.0002037821,0.0001156592],"domain_scores_gemma":[0.9967264,0.0009329274,0.001718639,0.0001411458,0.0002342196,0.0002466615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002597951,0.0000377521,0.9779468,0.00005682539,0.0001218865,0.002191246,0.00005130917,0.0001151778,0.0003476208,0.00003796877,0.0003321717,0.01850147],"study_design_scores_gemma":[0.00002437083,0.000353248,0.959077,0.00006121501,0.0001339914,0.03793969,0.0001076593,0.0003894057,0.0009940678,0.0001173133,0.0007936182,0.00000837757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960095,0.002428961,0.000596965,0.0001002843,0.00001318506,0.00001692743,0.0001351327,0.00001716235,0.0006819079],"genre_scores_gemma":[0.9983387,0.00094545,0.0001974037,0.00004583118,0.00005194037,0.00001082079,0.0002574787,0.000003351158,0.0001491075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001040458,"threshold_uncertainty_score":0.00345099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535433728257348,"score_gpt":0.2460005370974944,"score_spread":0.2306461998149209,"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."}}