{"id":"W2068893060","doi":"10.1016/j.ejvs.2014.02.008","title":"Graft Durability and Fatigue after In Situ Fenestration of Endovascular Stent Grafts Using Radiofrequency Puncture and Balloon Dilatation","year":2014,"lang":"en","type":"article","venue":"European Journal of Vascular and Endovascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Centre Hospitalier de l’Université de Montréal","funders":"Ontario Centres of Excellence; Cook Medical; North Carolina State University","keywords":"Medicine; Fenestration; Balloon; Balloon dilatation; Surgery; Cutting balloon; Stent; Radiology; Restenosis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002943628,0.0002820061,0.000831969,0.000316463,0.00005939502,0.0000355805,0.00005217289,0.00006741944,0.000009020598],"category_scores_gemma":[0.0004809583,0.0002190871,0.0004861031,0.0001836618,0.00016899,0.0003066076,0.00004471058,0.0002412757,4.776145e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005170353,"about_ca_system_score_gemma":0.00005762476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000469921,"about_ca_topic_score_gemma":0.000007838204,"domain_scores_codex":[0.9969404,0.000975328,0.0009739085,0.0003443307,0.000525492,0.0002405667],"domain_scores_gemma":[0.9987215,0.0001573197,0.0003768365,0.0003499218,0.0001600768,0.0002343189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004305905,0.0004111332,0.9041882,0.001031525,0.001402874,0.002309262,0.001055183,0.0003080051,0.01776185,0.00002968904,0.000008172279,0.07106356],"study_design_scores_gemma":[0.003009854,0.0002787705,0.9899734,0.0005943083,0.0009814028,0.002263245,0.0001143445,0.000480386,0.00180812,0.00011702,0.0001646174,0.0002145112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817966,0.01240478,0.005312026,0.00005856796,0.00009363936,0.0002701145,0.000001482459,0.00001233735,0.00005045275],"genre_scores_gemma":[0.9954358,0.002078765,0.002294829,0.00004927074,0.00008502477,0.000002108132,0.00001153532,0.00004042307,0.000002242723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08578527,"threshold_uncertainty_score":0.8934115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110863926275348,"score_gpt":0.2348141172953582,"score_spread":0.2137054780326048,"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."}}