{"id":"W3008019717","doi":"10.1016/j.jvs.2019.07.075","title":"A systematic review and meta-analysis of plain versus drug-eluting balloon angioplasty in the treatment of juxta-anastomotic hemodialysis arteriovenous fistula stenosis","year":2020,"lang":"en","type":"review","venue":"Journal of Vascular Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Angioplasty; Observational study; Randomized controlled trial; Balloon; Stenosis; Meta-analysis; Arteriovenous fistula; Anastomosis; Surgery; Percutaneous; Radiology; Internal medicine","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":[0.006767405,0.002130537,0.01813722,0.004048815,0.0006223118,0.002736386,0.001664205,0.002214107,0.003468249],"category_scores_gemma":[0.01971081,0.001050774,0.0237707,0.004640498,0.0007263654,0.00147377,0.001279496,0.001856071,0.000294276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045971,"about_ca_system_score_gemma":0.003194841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007310795,"about_ca_topic_score_gemma":0.01933516,"domain_scores_codex":[0.9943445,0.002501182,0.001820807,0.0005618959,0.0005567899,0.0002149136],"domain_scores_gemma":[0.9911106,0.006441914,0.001404784,0.0002010908,0.00068556,0.0001561113],"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":[0.004358707,0.00005151178,0.001624686,0.5121588,0.4615209,0.000150001,0.0001065596,0.000298812,0.000379663,0.0001235186,0.0006533315,0.01857363],"study_design_scores_gemma":[0.001392806,0.000303036,0.002236969,0.02802102,0.9656103,0.00009635467,0.0000574112,0.0001010346,0.00009804608,0.0001431296,0.001911674,0.00002811906],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003382437,0.9956897,0.0002185373,0.0001020996,0.0001527384,0.0001238422,0.0001755202,0.000009811043,0.0001453667],"genre_scores_gemma":[0.08912467,0.9078858,0.00110518,0.0007794557,0.0002331257,0.0002983612,0.0002797007,0.00001403788,0.0002796079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01813722,"threshold_uncertainty_score":0.03578991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235309967420643,"score_gpt":0.3695122056639523,"score_spread":0.245981208921888,"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."}}