{"id":"W2047923698","doi":"10.1016/j.jvs.2014.03.005","title":"Predictive value of negative initial postoperative imaging after endovascular aortic aneurysm repair","year":2014,"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":"McGill University Health Centre","funders":"","keywords":"Medicine; Hazard ratio; Endovascular aneurysm repair; Radiology; Confidence interval; Proportional hazards model; Surgery; Retrospective cohort study; Abdominal aortic aneurysm; Cohort; Aneurysm; Internal medicine","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":[0.0007977928,0.0006462652,0.0005123829,0.001343176,0.0005696071,0.001067853,0.0008240521,0.00153342,0.004111579],"category_scores_gemma":[0.01194641,0.0002983957,0.0007041577,0.0008478109,0.0009930757,0.0008962461,0.000533542,0.002070915,0.0003682737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003946091,"about_ca_system_score_gemma":0.0008427214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941669,"about_ca_topic_score_gemma":0.002918842,"domain_scores_codex":[0.9994785,0.0001357099,0.00007787502,0.00006205156,0.00008951366,0.0001562881],"domain_scores_gemma":[0.9879149,0.006273875,0.002641279,0.0004829098,0.0006054661,0.00208146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006040726,0.0001209086,0.9960439,0.0000227107,0.00004162595,0.0006492234,0.00003939074,0.0001347612,0.0003851209,0.00006065071,0.0001575451,0.00174012],"study_design_scores_gemma":[0.00002325518,0.0004228573,0.9932487,0.00006349865,0.000231094,0.003011173,0.0004997054,0.001282073,0.000516179,0.0002405224,0.0004349471,0.00002607419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948357,0.001146633,0.0002736266,0.0004024766,0.0001452609,0.0000110725,0.0002072783,0.00001284776,0.002965082],"genre_scores_gemma":[0.9990502,0.0002715567,0.0001541507,0.00007121528,0.0001294611,0.000005727841,0.0001586978,0.000003800146,0.0001551727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004111579,"threshold_uncertainty_score":0.01375461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009307727289858273,"score_gpt":0.2548648185686751,"score_spread":0.2455570912788168,"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."}}