{"id":"W2952044625","doi":"10.1136/neurintsurg-2019-014994","title":"Procedural success with radial access for carotid artery stenting: systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Radial artery; Meta-analysis; Asymptomatic; Carotid stenting; Stroke (engine); Stent; Occlusion; Surgery; Aortic arch; Internal medicine; Cardiology; Carotid arteries; Artery; Carotid endarterectomy; Aorta","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001345819,0.0004397403,0.009695021,0.0008014024,0.00007422744,0.0001572671,0.0003204429,0.00009118818,0.0001313673],"category_scores_gemma":[0.0004697071,0.0002492186,0.01476109,0.0006941373,0.00004116999,0.0002743536,0.00007099453,0.000376666,0.000004069725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005489001,"about_ca_system_score_gemma":0.000527758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001578575,"about_ca_topic_score_gemma":0.000002316342,"domain_scores_codex":[0.9959081,0.0003156936,0.002535138,0.0003875171,0.0006173089,0.0002362165],"domain_scores_gemma":[0.9940668,0.0007986021,0.003670895,0.0004344974,0.0008347778,0.0001944575],"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":[0.00001644189,0.0001422941,0.00005386815,0.8341151,0.1634624,0.00003005372,0.000001342771,0.000001566036,8.031522e-8,0.00001897219,0.002074192,0.00008368411],"study_design_scores_gemma":[0.0001843135,0.0001464492,0.0001651733,0.111093,0.8669808,0.0149303,0.000002027431,0.000002907008,1.298134e-7,0.000007578088,0.006282709,0.0002046104],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001464264,0.9954017,0.0005516814,0.0009237686,0.00009267322,0.002905782,0.00008928996,0.000009882731,0.0000105615],"genre_scores_gemma":[0.0001602159,0.997636,0.0001017813,0.0005765284,0.0001385156,0.0003526909,0.0001269174,0.00006442551,0.00084289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7230221,"threshold_uncertainty_score":0.999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1852688674874134,"score_gpt":0.3896164557802665,"score_spread":0.204347588292853,"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."}}