{"id":"W4214490463","doi":"10.1111/acem.14475","title":"Accuracy of presenting symptoms, physical examination, and imaging for diagnosis of ruptured abdominal aortic aneurysm: Systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; Impact; University of Ottawa","funders":"Canadian Association of Emergency Physicians","keywords":"Medicine; Radiology; Diagnostic accuracy; Physical examination; Abdominal pain; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001898464,0.00070056,0.01049961,0.0006190905,0.00009411557,7.656535e-7,0.0003142525,0.0001837118,0.0007137232],"category_scores_gemma":[0.006196168,0.0004617172,0.001465516,0.001413219,0.0002668535,0.0001213382,0.0002162996,0.0006346655,6.914519e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007197975,"about_ca_system_score_gemma":0.0001145783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004670044,"about_ca_topic_score_gemma":5.076381e-7,"domain_scores_codex":[0.9934408,0.000661265,0.003855269,0.0008185319,0.0008503226,0.0003737871],"domain_scores_gemma":[0.991844,0.00282629,0.004133039,0.0007381559,0.0002358157,0.0002227112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000006097031,0.0001176801,0.00238721,0.9274637,0.06485527,0.00001760434,0.0004611382,1.097775e-7,0.000001910523,0.00001784221,0.0004361827,0.004235235],"study_design_scores_gemma":[0.0004272041,0.0002176774,0.0002088879,0.04110277,0.9550508,0.0002464287,0.0001336358,0.0001571227,0.000002517131,0.00002957474,0.002150615,0.0002727543],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005808973,0.9924904,0.00003548419,0.0002227928,0.00008802104,0.006407934,0.0000973721,0.00003487431,0.00004221038],"genre_scores_gemma":[0.004281479,0.9914289,0.00006673003,0.00007759195,0.0001065095,0.003342483,0.0002806906,0.00008027733,0.0003354143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8901955,"threshold_uncertainty_score":0.9997835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08457604917701499,"score_gpt":0.4155144239432975,"score_spread":0.3309383747662825,"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."}}