{"id":"W4399071345","doi":"10.1016/j.avsg.2024.02.032","title":"Comparison of Various Functional Assessment Tools to Identify Older Patients Undergoing Aortic Aneurysm Repair at Risk for Postoperative Complications","year":2024,"lang":"en","type":"article","venue":"Annals of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Prospective cohort study; Aortic aneurysm; Aneurysm; Endovascular aneurysm repair; Cohort study; Surgery; Cohort; Risk assessment; Internal medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003794787,0.0006583259,0.0007521943,0.001269388,0.0002400088,0.0007081304,0.0004315788,0.0005976087,0.000604686],"category_scores_gemma":[0.009240121,0.0002018017,0.001305766,0.0007516501,0.0001954919,0.0005168983,0.0005184043,0.0005236297,0.0000992389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002488424,"about_ca_system_score_gemma":0.0003735502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522888,"about_ca_topic_score_gemma":0.002350417,"domain_scores_codex":[0.9984296,0.0007064914,0.0002288501,0.0002089235,0.0002769564,0.000149135],"domain_scores_gemma":[0.9954956,0.002012921,0.001384369,0.0002180741,0.0004287092,0.0004603282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001529214,0.0001282801,0.9938956,0.00003414574,0.0004465327,0.00001311206,0.00004477864,0.00009161644,0.0001031375,0.00001027743,0.0000332353,0.003670045],"study_design_scores_gemma":[0.0001292886,0.001786186,0.9967337,0.00002623641,0.0002835424,0.00006662561,0.0001118491,0.0006500786,0.00009228622,0.00002593918,0.00008511215,0.000009338292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989993,0.0005206064,0.0001564438,0.00002241836,0.00001353394,0.00002283117,0.0001198749,0.000002294979,0.0001426506],"genre_scores_gemma":[0.9992756,0.0001581456,0.0002639311,0.00001571846,0.00001123099,0.00002770905,0.0002053411,9.925841e-7,0.00004142962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003794787,"threshold_uncertainty_score":0.020069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08799087141798284,"score_gpt":0.3984761927914343,"score_spread":0.3104853213734515,"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."}}