{"id":"W2621113104","doi":"10.1177/1708538117711348","title":"The effect of endograft device on patient outcomes in endovascular repair of ruptured abdominal aortic aneurysms","year":2017,"lang":"en","type":"article","venue":"Vascular","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Endovascular aneurysm repair; Abdominal aortic aneurysm; Endovascular treatment; Radiology; Surgery; Aneurysm","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":[0.0006711087,0.0002857541,0.0008485489,0.0001149541,0.0001600023,0.00001325851,0.0003702028,0.0001097778,0.00001782597],"category_scores_gemma":[0.001959432,0.0001644844,0.0009305638,0.0001008056,0.0002605486,0.00006080355,0.0001500224,0.0002036229,0.00001692774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007375288,"about_ca_system_score_gemma":0.00005057684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003980951,"about_ca_topic_score_gemma":0.00002878034,"domain_scores_codex":[0.9975854,0.0002568852,0.0006614581,0.0003772618,0.0007692762,0.0003497615],"domain_scores_gemma":[0.9961984,0.0004199698,0.0004313033,0.002763622,0.0000781017,0.0001086633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006328738,0.0004420966,0.9845498,0.0002561108,0.001108332,0.0005541324,0.0002063838,0.00003172725,0.001831311,0.00002731931,0.00005733476,0.01030261],"study_design_scores_gemma":[0.006424287,0.003645662,0.9451724,0.0002561494,0.0009468326,0.00006534284,0.00005966617,0.0004464884,0.04208212,0.00002537769,0.0007145528,0.0001611698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969516,0.0008663053,0.000007785573,0.000159573,0.0001549463,0.001261675,0.000004375322,0.00004700551,0.0005466715],"genre_scores_gemma":[0.9992896,0.00007891328,0.0003354945,0.00005410174,0.00001762371,0.0001025842,0.000005391879,0.00003394996,0.00008235967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0402508,"threshold_uncertainty_score":0.670748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043029182572855,"score_gpt":0.2751194542325177,"score_spread":0.2646891624067892,"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."}}