{"id":"W2906049228","doi":"10.23736/s0390-5616.18.04342-4","title":"Transvenous embolization of brain arteriovenous malformations: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Journal of Neurosurgical Sciences","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Embolization; Intracranial Arteriovenous Malformations; Meta-analysis; Arteriovenous malformation; Occlusion; MEDLINE; Surgery; Mortality rate; Radiology; Internal medicine; Cerebral angiography; Angiography","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":[0.007783107,0.001568027,0.0110525,0.006022694,0.0004728287,0.002136473,0.001455388,0.001380507,0.003798042],"category_scores_gemma":[0.02264362,0.0008201185,0.01315711,0.007617237,0.0004644651,0.001202343,0.0008119317,0.0009863304,0.0002256931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720889,"about_ca_system_score_gemma":0.003531195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004741112,"about_ca_topic_score_gemma":0.01215065,"domain_scores_codex":[0.9949734,0.002100061,0.001539942,0.0005245238,0.0006810038,0.0001810006],"domain_scores_gemma":[0.983883,0.01202051,0.002459852,0.0003038427,0.001158194,0.0001745061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007150029,0.00002477928,0.004750381,0.7616087,0.2053273,0.0001726271,0.00009059069,0.0003495796,0.0001795169,0.0001687628,0.001444565,0.02516824],"study_design_scores_gemma":[0.0004942076,0.0002802023,0.01088363,0.1459916,0.8346229,0.0003510829,0.0001058917,0.0003063011,0.0002112884,0.0003841975,0.006328268,0.00004053662],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001953597,0.9970676,0.0001822808,0.0001605375,0.00005802054,0.0001031451,0.0003184299,0.000008423445,0.0001478439],"genre_scores_gemma":[0.05117976,0.9464525,0.0008918481,0.0003881342,0.0001484321,0.0004357336,0.0003655675,0.00000818807,0.0001298512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0110525,"threshold_uncertainty_score":0.04116148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742104654139823,"score_gpt":0.4015466142667973,"score_spread":0.2273361488528151,"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."}}