{"id":"W4401213936","doi":"10.1371/journal.pone.0308175","title":"Risk factors for postoperative ileus in hysterectomy: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang Chinese Medical University; National Natural Science Foundation of China","keywords":"Medicine; Hysterectomy; Ileus; Perioperative; Meta-analysis; Cochrane Library; Checklist; Abdominal surgery; Systematic review; MEDLINE; General surgery; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009643862,0.0006966133,0.0202865,0.0008475624,0.00003118525,0.00005386968,0.0001355965,0.0002558412,0.0001288693],"category_scores_gemma":[0.001641023,0.0003868761,0.003748953,0.001341075,0.00003149793,0.00008358694,0.00007625701,0.0006067562,0.0000717211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211271,"about_ca_system_score_gemma":0.0001653518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002526788,"about_ca_topic_score_gemma":0.00004562766,"domain_scores_codex":[0.9962488,0.0006608531,0.001641562,0.0007857535,0.000364826,0.0002981525],"domain_scores_gemma":[0.996707,0.001544024,0.0006615426,0.0007975932,0.0001487917,0.0001410342],"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":[0.000002123844,0.0001519949,0.0000036447,0.6729587,0.3266403,0.00001813243,0.00006782047,1.75964e-8,1.634943e-7,0.000001485517,0.00004053056,0.0001150917],"study_design_scores_gemma":[0.0000510976,0.00006805497,5.505722e-7,0.2757236,0.7226841,0.000007068623,0.000008481038,0.000004445505,0.000003467513,0.000003500919,0.001202827,0.0002427729],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004584986,0.988581,0.00001876604,0.00009357677,0.00003218994,0.01019089,0.0009210392,0.00006089835,0.00005576411],"genre_scores_gemma":[0.00002143905,0.9891983,0.0004264265,0.0002188915,0.00002518038,0.005133474,0.0002951423,0.00009696392,0.00458424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.397235,"threshold_uncertainty_score":0.9998583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2047824428057332,"score_gpt":0.3537837641114413,"score_spread":0.1490013213057081,"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."}}