{"id":"W2888567896","doi":"10.1016/j.jvs.2018.06.182","title":"Age- and Sex-Stratified Trends in Elective and Ruptured Abdominal Aortic Aneurysm Repair from 2003 to 2016","year":2018,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; Public Health Ontario; University Health Network; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Endovascular aneurysm repair; Surgery; Abdominal aortic aneurysm; Population; Aneurysm","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":[0.0005160568,0.0002687979,0.000399373,0.001732217,0.00030718,0.0007399021,0.000577951,0.0007982639,0.002538267],"category_scores_gemma":[0.002435999,0.0002978894,0.001326969,0.002855281,0.0002474324,0.0009451425,0.0006732864,0.0008063033,0.0005537373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006763287,"about_ca_system_score_gemma":0.001035415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03737247,"about_ca_topic_score_gemma":0.05984813,"domain_scores_codex":[0.9993142,0.00005099471,0.000149356,0.0001660918,0.00008232316,0.0002370865],"domain_scores_gemma":[0.997573,0.0001887357,0.001405538,0.00009634529,0.0003519046,0.0003845247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002615956,0.00002433664,0.997124,0.00003970849,0.0001181675,0.00006592881,0.00008648897,0.00009958903,0.0001802427,0.0000464443,0.0004870483,0.001466398],"study_design_scores_gemma":[0.000003658611,0.00004268501,0.998862,0.00001845652,0.00004015075,0.0001886142,0.0002176345,0.0001107304,0.00004111838,0.00001557887,0.0004546141,0.00000475109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863399,0.001673486,0.00008527589,0.0001853978,0.00004564415,0.000007937575,0.01030528,0.00001987859,0.001337262],"genre_scores_gemma":[0.9916074,0.000827256,0.00006800939,0.00008436466,0.00003093296,0.00001069444,0.006714306,0.000007938007,0.0006489282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03737247,"threshold_uncertainty_score":0.07430989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567993515544193,"score_gpt":0.2725546645210539,"score_spread":0.256874729365612,"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."}}