{"id":"W2805619098","doi":"10.3310/hta22310","title":"Strategy of endovascular versus open repair for patients with clinical diagnosis of ruptured abdominal aortic aneurysm: the IMPROVE RCT","year":2018,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Technology Assessment Programme; Medical Research Council; National Institutes of Health; University of Southampton; Department of Health and Social Care; British Heart Foundation; National Institute for Health and Care Research","keywords":"Medicine; Randomized controlled trial; Surgery; Abdominal aortic aneurysm; Endovascular treatment; Endovascular aneurysm repair; Aortic aneurysm; Abdominal surgery; Radiology; Aneurysm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01022529,0.002222766,0.005068064,0.0008853206,0.0006324062,0.002083297,0.001164207,0.004201149,0.0177807],"category_scores_gemma":[0.02858541,0.001025288,0.008102087,0.0009207482,0.001422884,0.00288434,0.002155679,0.004328517,0.001514323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742207,"about_ca_system_score_gemma":0.002263161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299924,"about_ca_topic_score_gemma":0.003344211,"domain_scores_codex":[0.984401,0.01103465,0.001903775,0.001304957,0.0006780302,0.0006775105],"domain_scores_gemma":[0.9882225,0.007166176,0.002459714,0.0008933368,0.0005441224,0.0007141285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9201238,0.004157803,0.005286212,0.01441114,0.02444941,0.0001129823,0.0003674019,0.0008186871,0.0008042428,0.001285895,0.001745716,0.0264367],"study_design_scores_gemma":[0.8740777,0.06542891,0.01048318,0.003303946,0.03476192,0.0001560371,0.0003795582,0.001094479,0.0004537356,0.002421927,0.007344147,0.00009442293],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8621553,0.05708491,0.008363517,0.00697257,0.006387756,0.03370472,0.007683503,0.000277512,0.01737023],"genre_scores_gemma":[0.9501831,0.007652864,0.007988999,0.003521083,0.001799501,0.0240289,0.001516449,0.00004838429,0.003260721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0177807,"threshold_uncertainty_score":0.05948234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0469382485958532,"score_gpt":0.4225097233565324,"score_spread":0.3755714747606791,"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."}}