{"id":"W2903365913","doi":"10.1186/s13017-018-0215-0","title":"Outcomes of selective nonoperative management of civilian abdominal gunshot wounds: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Foothills Medical Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Laparotomy; Meta-analysis; Confidence interval; Relative risk; Surgery; Internal medicine","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","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.003725691,0.0007103097,0.02222385,0.001936581,0.00006472316,0.000009528881,0.0002884084,0.0001231529,0.002515813],"category_scores_gemma":[0.000417335,0.000406258,0.01017592,0.002680344,0.0001856818,0.0001730288,0.00007647731,0.0004617053,0.000006683475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000940786,"about_ca_system_score_gemma":0.0002674792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000011371,"about_ca_topic_score_gemma":0.00003321644,"domain_scores_codex":[0.991533,0.0008419866,0.006083536,0.0003779876,0.0008509041,0.000312542],"domain_scores_gemma":[0.9905906,0.0007666109,0.006563907,0.0006420061,0.001221887,0.0002149662],"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":[0.00004587732,0.0001634636,0.0001165581,0.6238006,0.3697972,0.00006493116,0.00008019446,7.386761e-8,1.193151e-7,0.00003882079,0.005042438,0.0008497818],"study_design_scores_gemma":[0.0001010986,0.0001712229,0.0001223036,0.1060131,0.8804674,0.0001115224,0.0001187052,2.858874e-7,0.000003215505,0.00002510742,0.01258923,0.0002768551],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002140173,0.9966628,0.00004070798,0.0001894286,0.0002718993,0.001492474,0.00005867373,0.000004024438,0.001258568],"genre_scores_gemma":[0.0004452662,0.9948108,0.0006087446,0.00008023521,0.00006806986,0.00008870681,0.0000162497,0.00004413199,0.003837781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5177875,"threshold_uncertainty_score":0.9998389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479006210605353,"score_gpt":0.4060199651523392,"score_spread":0.2581193440918039,"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."}}