{"id":"W2191868853","doi":"10.1016/j.jvir.2015.08.024","title":"Randomized Trial Comparing the Primary Patency following Cutting Versus High-Pressure Balloon Angioplasty for Treatment of de Novo Venous Stenoses in Hemodialysis Arteriovenous Fistulae","year":2015,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Angioplasty; Balloon; Hemodialysis; Cutting balloon; Randomized controlled trial; Arteriovenous fistula; Hemodialysis access; Surgery; Cardiology; Vascular access; Stent","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":[0.002704315,0.001866414,0.006386454,0.0005107318,0.0006923915,0.001764104,0.001451466,0.003474283,0.01014117],"category_scores_gemma":[0.004376997,0.001088444,0.004041761,0.0005626391,0.001832887,0.001855232,0.0006761467,0.005898907,0.001233791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009612935,"about_ca_system_score_gemma":0.001354902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002048686,"about_ca_topic_score_gemma":0.002524923,"domain_scores_codex":[0.9981937,0.0009641494,0.0001885868,0.0003322822,0.00009975387,0.0002215783],"domain_scores_gemma":[0.9965909,0.001860276,0.0005401166,0.0002498929,0.0001811738,0.0005777174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9961275,0.0008814408,0.0001271059,0.0002286074,0.000629077,0.00001199208,0.00001171071,0.00006433795,0.0002526843,0.00004357157,0.00009003853,0.001531894],"study_design_scores_gemma":[0.9759941,0.02188889,0.0006601682,0.00002997339,0.0008293409,0.00001318137,0.00001768383,0.0002117064,0.0001069534,0.0001004857,0.000137768,0.00000978437],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821787,0.006882892,0.001059321,0.001198715,0.003219574,0.002349817,0.0008634147,0.0001009203,0.002146477],"genre_scores_gemma":[0.9880621,0.002505293,0.001495508,0.001210544,0.001327638,0.001860043,0.0007409663,0.00002871593,0.002769029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01014117,"threshold_uncertainty_score":0.03392559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06837087638909997,"score_gpt":0.3545035279414565,"score_spread":0.2861326515523566,"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."}}