{"id":"W4410552777","doi":"10.1016/j.jvsvi.2025.100253","title":"Geographic disparities in perioperative and mid-term outcomes after elective infrarenal endovascular aneurysm repair","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Society for Vascular Surgery","keywords":"Perioperative; Medicine; Endovascular aneurysm repair; Aneurysm; Term (time); Cardiology; Internal medicine; Surgery; Abdominal aortic aneurysm","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006319209,0.0001321076,0.0002221819,0.00101453,0.0007353801,0.0007703354,0.0004751572,0.0001848367,0.001274551],"category_scores_gemma":[0.003113391,0.00007194056,0.0002575613,0.00178884,0.0004409657,0.0003053629,0.0007885473,0.0002244519,0.00006316153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202328,"about_ca_system_score_gemma":0.003342526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3834,"about_ca_topic_score_gemma":0.5669842,"domain_scores_codex":[0.9991301,0.0001032982,0.00007777032,0.0001528886,0.0002229976,0.0003130777],"domain_scores_gemma":[0.9981577,0.0002125659,0.0009807973,0.00006940381,0.0002711419,0.0003083471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003814948,0.00001267304,0.9952407,0.00003354639,0.00005965827,0.00007272598,0.0003761302,0.0001074134,0.0001654389,0.0001398149,0.0002318143,0.003522001],"study_design_scores_gemma":[0.000001390307,0.00001188666,0.9990993,0.000009889826,0.00001007864,0.00005921645,0.0004701271,0.00007106652,0.0000211394,0.00002442395,0.0002189819,0.000002539174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970005,0.0004680627,0.0001334467,0.0002464444,0.000007754512,0.0000120146,0.0009884386,0.00000452023,0.001138879],"genre_scores_gemma":[0.9994457,0.0001190905,0.00004756508,0.00003329359,0.000007037757,0.000003080098,0.0002914504,0.000001004066,0.00005180177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3834,"threshold_uncertainty_score":0.7623367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007708990133953611,"score_gpt":0.2542373210102629,"score_spread":0.2465283308763093,"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."}}