{"id":"W2981524243","doi":"10.1186/s13037-019-0212-6","title":"Prevalence and root causes of surgical site infection among women undergoing caesarean section in Ethiopia: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Patient Safety in Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Nursing, University of Saskatchewan; Debre Markos University","keywords":"Medicine; Caesarean section; Chorioamnionitis; Obstetrics; Meta-analysis; Meconium; Surgical site infection; Pregnancy; Complication; Surgery; Gestation; Fetus; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008624435,0.001814332,0.01020171,0.006676349,0.000618888,0.00263953,0.001515251,0.001564693,0.002242767],"category_scores_gemma":[0.02154284,0.00121671,0.02638532,0.006208249,0.0004867599,0.001279083,0.001128909,0.001258359,0.000147852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864523,"about_ca_system_score_gemma":0.00401747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006247387,"about_ca_topic_score_gemma":0.01419982,"domain_scores_codex":[0.994737,0.001951976,0.001781947,0.0006033047,0.0006905612,0.0002352532],"domain_scores_gemma":[0.9850214,0.01077033,0.002506613,0.0003435567,0.001179973,0.0001779827],"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":[0.001353135,0.00004822624,0.0196957,0.5645021,0.3939873,0.0003060866,0.0001828252,0.0006074643,0.0003277042,0.000155981,0.0007393767,0.01809399],"study_design_scores_gemma":[0.0003462269,0.0002765766,0.01790094,0.06644312,0.9113052,0.0003805685,0.0001499994,0.000276152,0.0002290407,0.0002194797,0.002433646,0.00003905817],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008887392,0.9895163,0.0002949415,0.0001695686,0.00008301737,0.0001763909,0.0006245441,0.00001121122,0.0002365881],"genre_scores_gemma":[0.1765598,0.8195259,0.0016264,0.0005278343,0.0001332296,0.0006374173,0.0007663085,0.00001282765,0.0002102956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01020171,"threshold_uncertainty_score":0.0456109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06094740964468437,"score_gpt":0.3290669057422528,"score_spread":0.2681194960975685,"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."}}