{"id":"W1980880989","doi":"10.1016/j.avsg.2014.09.015","title":"International Trends in Patient Selection for Elective Endovascular Aneurysm Repair: Sicker Patients with Safer Anatomy Leading to Improved 1-Year Survival","year":2014,"lang":"en","type":"article","venue":"Annals of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Audit; Endovascular aneurysm repair; Abdominal aortic aneurysm; Abdominal surgery; SAFER; Mortality rate; Aneurysm; Surgery; Emergency medicine; General surgery; Accounting","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":[0.0006244926,0.0001586693,0.0003092194,0.001042127,0.0005568325,0.0009621094,0.0003426115,0.0008542617,0.008604216],"category_scores_gemma":[0.003032584,0.00009936702,0.000574941,0.002047572,0.0003276174,0.0009764745,0.0004756262,0.001382318,0.000965485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004687941,"about_ca_system_score_gemma":0.0008431785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003644297,"about_ca_topic_score_gemma":0.007663687,"domain_scores_codex":[0.999542,0.00004727061,0.00007965699,0.00007864866,0.0001151935,0.0001371678],"domain_scores_gemma":[0.9963878,0.0003623677,0.00180235,0.00009698373,0.0006895088,0.0006609762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001631586,0.0001011418,0.9763317,0.00007107185,0.00007313327,0.0001054933,0.0003173379,0.0001204633,0.0004874247,0.0008296593,0.004798869,0.01660041],"study_design_scores_gemma":[0.00001392699,0.0001103589,0.9924495,0.00007871185,0.00005628126,0.0005532472,0.001503953,0.0002299899,0.0001546772,0.0004089604,0.004428374,0.00001197295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671514,0.005434771,0.0007093826,0.01270748,0.0003863163,0.00002059329,0.002250092,0.00003911805,0.01130081],"genre_scores_gemma":[0.9891939,0.004601556,0.0005941109,0.00197891,0.0004074453,0.00002262788,0.001814177,0.00002590719,0.001361269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008604216,"threshold_uncertainty_score":0.02878404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887362245752544,"score_gpt":0.2854999367019097,"score_spread":0.2666263142443842,"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."}}