{"id":"W2029579545","doi":"10.1177/1538574410376603","title":"Early Mortality Following Endovascular Versus Open Repair of Ruptured Abdominal Aortic Aneurysms","year":2010,"lang":"en","type":"article","venue":"Vascular and Endovascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Univariate analysis; Surgery; Multivariate analysis; Endovascular aneurysm repair; Aortic repair; Abdominal surgery; Aortic aneurysm; Retrospective cohort study; Aneurysm; Internal medicine; Abdominal aortic aneurysm","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002303635,0.0005814629,0.001744905,0.0003088893,0.0002248916,0.00008534594,0.0003305928,0.0003523159,0.0002096289],"category_scores_gemma":[0.001072594,0.0005146053,0.003331166,0.0005499658,0.0002904041,0.0004310412,0.0003737356,0.0005847998,0.00002815801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005424437,"about_ca_system_score_gemma":0.0003062386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176856,"about_ca_topic_score_gemma":0.00008029745,"domain_scores_codex":[0.995539,0.0002749194,0.001097227,0.001087603,0.00121966,0.0007815625],"domain_scores_gemma":[0.9964043,0.0004186766,0.0002820514,0.002178959,0.0001554616,0.0005604969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009346635,0.001276726,0.9485407,0.0006142943,0.01471554,0.004488727,0.0004022101,0.000008267864,0.01692463,0.0001911097,0.0003776515,0.01152545],"study_design_scores_gemma":[0.009654349,0.0003871967,0.9709998,0.0001970477,0.006646314,0.0006113499,0.000151031,0.0004491294,0.006743969,0.0001019936,0.003279448,0.0007783495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939937,0.002111412,0.000229223,0.00004360691,0.001115095,0.001231286,0.00001049756,0.0002523046,0.001012851],"genre_scores_gemma":[0.9956418,0.0003132767,0.003354234,0.00009654004,0.0001700303,0.0001339696,0.00008261184,0.0001103721,0.00009721735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02245908,"threshold_uncertainty_score":0.9997305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013813565826346,"score_gpt":0.2901594624156281,"score_spread":0.2600213267573647,"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."}}