{"id":"W3082292299","doi":"10.1016/j.jvs.2020.08.115","title":"Reassessing the operative threshold for abdominal aortic aneurysm repair in the context of COVID-19","year":2020,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Abdominal aortic aneurysm; Context (archaeology); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Aortic aneurysm; Coronavirus Infections; Aneurysm; Surgery; Internal medicine; Virology; Disease; Infectious disease (medical specialty)","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":[0.003217839,0.0002638094,0.0006868807,0.002022431,0.001670409,0.003051554,0.001133017,0.001699974,0.004770165],"category_scores_gemma":[0.02349672,0.0002542497,0.0005430585,0.0007777335,0.0008247454,0.001675485,0.00114842,0.003979712,0.0009368606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789583,"about_ca_system_score_gemma":0.003812793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004085836,"about_ca_topic_score_gemma":0.008781001,"domain_scores_codex":[0.9967611,0.0007844358,0.0005691646,0.0002823794,0.0008157643,0.000787147],"domain_scores_gemma":[0.9908054,0.002714629,0.002150559,0.0002788506,0.001693184,0.002357272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008805382,0.0004787943,0.8865495,0.0003189264,0.00009796543,0.0117643,0.002319179,0.0006897625,0.001957439,0.004174142,0.0206979,0.0700717],"study_design_scores_gemma":[0.00006348116,0.001172306,0.8747286,0.002830203,0.000272861,0.03605263,0.02390413,0.004675384,0.002147463,0.01346002,0.04038727,0.0003055609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892485,0.01230258,0.004676848,0.05172927,0.002653608,0.0001710057,0.000767416,0.0001107348,0.03510351],"genre_scores_gemma":[0.9895903,0.002292139,0.003252293,0.002848757,0.000831539,0.00006222385,0.0002854847,0.00004678007,0.0007903825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004770165,"threshold_uncertainty_score":0.01701778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05959412619222001,"score_gpt":0.3373181470696369,"score_spread":0.2777240208774169,"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."}}