{"id":"W2104561296","doi":"10.1016/j.jvs.2005.05.043","title":"National audit of the recent utilization of endovascular abdominal aortic aneurysm repair in Canada: 2003 to 2004","year":2005,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Endovascular aneurysm repair; Abdominal aortic aneurysm; Surgery; Aortic repair; Audit; Population; Aortic aneurysm; Aneurysm; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312954,0.0001542086,0.0006614609,0.000305992,0.00002683257,0.000002176463,0.0001170587,0.00006107459,0.0001693197],"category_scores_gemma":[0.002506116,0.0001111455,0.000511061,0.0008961364,0.00004503187,0.0001015437,0.00003326778,0.0001937496,0.000002352522],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154677,"about_ca_system_score_gemma":0.006224682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0148194,"about_ca_topic_score_gemma":0.02057748,"domain_scores_codex":[0.9964854,0.0001925063,0.001356313,0.0001614203,0.001573694,0.0002306595],"domain_scores_gemma":[0.9974307,0.0001694698,0.000729052,0.000336071,0.001179204,0.0001555033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000605787,0.001367715,0.9084719,0.0003101571,0.001461533,0.0008821212,0.0002622696,0.01117979,0.002182363,0.00002245321,0.05304423,0.0202097],"study_design_scores_gemma":[0.001718217,0.0001326333,0.9717883,0.0005839975,0.0004862537,0.001231971,0.0001172509,0.001398501,0.008849677,0.00001582643,0.01352934,0.000148042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954053,0.002329102,0.0001985482,0.00124502,0.0003711339,0.0003418176,0.000009320423,0.000005653721,0.00009408322],"genre_scores_gemma":[0.9974709,0.0005083141,0.001287963,0.00049541,0.0001252141,0.000005497794,0.000003703485,0.00002077184,0.00008229554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06331641,"threshold_uncertainty_score":0.9994091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378145323960484,"score_gpt":0.2593334948582939,"score_spread":0.235552041618689,"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."}}