{"id":"W2947199332","doi":"10.1016/j.jvs.2019.01.091","title":"Variability in aneurysm sac regression after endovascular aneurysm repair based on a comprehensive registry of patients in Eastern Ontario","year":2019,"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":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Aneurysm; Endovascular aneurysm repair; Abdominal aortic aneurysm; Surgery; Retrospective cohort study; Cohort; Radiology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001647015,0.000354451,0.001466078,0.0006669867,0.00001575454,0.000009237465,0.000140625,0.0002385112,0.0002366247],"category_scores_gemma":[0.0007574382,0.0002751415,0.001302166,0.0003858714,0.00007811856,0.000181731,0.00004817125,0.0007193223,0.00001482664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000681485,"about_ca_system_score_gemma":0.0006492707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414661,"about_ca_topic_score_gemma":0.0003571999,"domain_scores_codex":[0.99537,0.0007358385,0.001773676,0.000471739,0.00126103,0.0003877591],"domain_scores_gemma":[0.996565,0.0007285298,0.0009704184,0.00111757,0.0004094076,0.0002090908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002999863,0.002490924,0.9856083,0.000451593,0.0001846527,0.00708138,0.0002441771,0.0003003825,0.000132164,4.563896e-7,0.0001585604,0.0003475788],"study_design_scores_gemma":[0.004806079,0.0006171233,0.990858,0.001752804,0.0001905247,0.0002185493,0.00004368821,0.0005692026,0.0002418083,0.00001138809,0.0004990667,0.0001917613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998474,0.0002585911,0.0000268157,0.00006031315,0.0004300603,0.0006153882,0.00000677303,0.0000175092,0.0001105625],"genre_scores_gemma":[0.9988618,0.0000386916,0.0006151634,0.0002629859,0.00004093681,0.00001215962,0.00002031562,0.00004145134,0.0001064936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00686283,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278033285408386,"score_gpt":0.2392640212203593,"score_spread":0.2264836883662754,"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."}}