{"id":"W2792655764","doi":"10.1016/j.jvs.2017.10.069","title":"Optimization of rifampin coating on covered Dacron endovascular stent grafts for infected aortic aneurysms","year":2018,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Incubation; Incubation period; Stent; Surgery; Endovascular aneurysm repair; Aorta; Elution; Neointima; Perioperative; Aneurysm; Chromatography; Urology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001353901,0.0001981682,0.0007834787,0.0004916058,0.0001429698,0.00002114916,0.00007442175,0.0001367902,0.0001605342],"category_scores_gemma":[0.001679789,0.000166935,0.001362022,0.00038184,0.0001113064,0.0001572105,0.00002016397,0.0002103407,0.000006416346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055423,"about_ca_system_score_gemma":0.0002794893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001997725,"about_ca_topic_score_gemma":0.000002458361,"domain_scores_codex":[0.9977037,0.0001570052,0.001032709,0.0001942449,0.000619469,0.0002928308],"domain_scores_gemma":[0.9969736,0.0003906368,0.0008143662,0.0003727523,0.001285979,0.0001626115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00830784,0.01700348,0.4012991,0.006814131,0.03842682,0.001307207,0.004271249,0.1683228,0.209081,0.002427701,0.02640524,0.1163333],"study_design_scores_gemma":[0.04295413,0.01993248,0.5537347,0.009147063,0.01708572,0.007114034,0.001206604,0.09274014,0.23975,0.001440727,0.01202326,0.002871209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844213,0.0003255061,0.1138923,0.00008102474,0.0006528485,0.0004531493,0.00000981628,0.00002650849,0.0001374752],"genre_scores_gemma":[0.9962041,0.0002446413,0.002696098,0.0002044543,0.0005186358,0.00001112301,0.00005608012,0.00004652261,0.00001830329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524355,"threshold_uncertainty_score":0.6807412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284490190885237,"score_gpt":0.2719614812243317,"score_spread":0.2491165793154793,"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."}}