{"id":"W2460467306","doi":"10.1002/bjs.10225","title":"Meta-analysis of the current prevalence of screen-detected abdominal aortic aneurysm in women","year":2016,"lang":"en","type":"review","venue":"British journal of surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; British Heart Foundation; National Institute on Handicapped Research","keywords":"Medicine; Abdominal aortic aneurysm; Population; Prevalence; Meta-analysis; Epidemiology; Demography; Aneurysm; Pediatrics; Internal medicine; Surgery; Environmental health","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":[0.008332227,0.002255951,0.01473538,0.005360384,0.0004859561,0.002587931,0.001602604,0.001923983,0.003494841],"category_scores_gemma":[0.02448712,0.001116493,0.02761575,0.005316856,0.0004369575,0.0013053,0.001154321,0.001301668,0.0003001882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586951,"about_ca_system_score_gemma":0.002102396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004374401,"about_ca_topic_score_gemma":0.008983217,"domain_scores_codex":[0.993932,0.002812533,0.001852627,0.0006426459,0.00059038,0.0001697249],"domain_scores_gemma":[0.9853176,0.01115026,0.001975831,0.000423718,0.0009651477,0.000167445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002077825,0.000023197,0.005590977,0.3421955,0.631082,0.0002025536,0.00007819747,0.0004342873,0.0002498216,0.000117375,0.000766498,0.01718173],"study_design_scores_gemma":[0.0003040239,0.0001843005,0.005612717,0.02071854,0.9706382,0.0001838949,0.00003804239,0.0001368229,0.0001122805,0.0001545578,0.00189739,0.00001910685],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003528477,0.995425,0.000247625,0.0001000847,0.0001008863,0.00009012713,0.000303394,0.00001172355,0.0001926274],"genre_scores_gemma":[0.144049,0.8522316,0.001277419,0.0005645364,0.0002172055,0.0004880442,0.0008240119,0.00002281855,0.0003253446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01473538,"threshold_uncertainty_score":0.04406554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105081265258541,"score_gpt":0.3417417331250909,"score_spread":0.2312336065992369,"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."}}