{"id":"W3201993037","doi":"10.1016/j.jvs.2021.08.091","title":"Thresholds for abdominal aortic aneurysm repair in Canada and United States","year":2021,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Confidence interval; Odds ratio; Revascularization; Aortic aneurysm; Univariate analysis; Logistic regression; Endovascular aneurysm repair; Internal medicine; Kidney disease; Aneurysm; Surgery; Vascular surgery; Cardiology; Multivariate analysis; Cardiac surgery; Myocardial infarction","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":[0.0005842517,0.0001377593,0.0005895863,0.0002258071,0.00003213394,0.000008268355,0.00003268995,0.00004902423,0.00003493245],"category_scores_gemma":[0.000679759,0.0001135168,0.0003327214,0.0002946981,0.00003097071,0.00008057195,0.00002147567,0.0001740183,4.0821e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214091,"about_ca_system_score_gemma":0.002324411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0662389,"about_ca_topic_score_gemma":0.0743614,"domain_scores_codex":[0.9983746,0.00008625363,0.0007173985,0.0001642698,0.0004000069,0.0002574706],"domain_scores_gemma":[0.998451,0.0005695741,0.0002417107,0.00021061,0.0003135911,0.0002135181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000286354,0.000187743,0.9709718,0.0002213407,0.0004786288,0.01918179,0.00008673634,0.00009888648,0.0002139379,0.000002398263,0.006602403,0.001667979],"study_design_scores_gemma":[0.003252374,0.0002369766,0.9692619,0.0005056859,0.0008012095,0.01350425,0.0008725382,0.003535509,0.001252573,0.0001076279,0.006437783,0.0002315021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962776,0.002523281,0.00009937656,0.000727848,0.000216299,0.0001281653,0.000008860971,0.00000902443,0.000009573198],"genre_scores_gemma":[0.9966602,0.000991356,0.001272644,0.0008297606,0.00008145032,0.000005616989,0.00002614133,0.00002488921,0.0001079042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008122494,"threshold_uncertainty_score":0.9425291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549669547437483,"score_gpt":0.2479693072137094,"score_spread":0.2324726117393346,"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."}}