{"id":"W4376125822","doi":"10.21203/rs.3.rs-2822597/v1","title":"Risk factors for postoperative ileus in hysterectomy: A Systematic Review and Meta-analysis","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zhejiang Chinese Medical University; National Natural Science Foundation of China","keywords":"Medicine; Hysterectomy; Perioperative; Ileus; Meta-analysis; Cochrane Library; MEDLINE; Systematic review; Incidence (geometry); General surgery; Complication; 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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006823812,0.0006386455,0.01570138,0.002578883,0.0001318428,0.00009637306,0.0002849069,0.0003656089,0.0001676462],"category_scores_gemma":[0.0101062,0.000366748,0.004471634,0.004918388,0.00009837542,0.0001161771,0.0002142452,0.001336939,0.0001201442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943201,"about_ca_system_score_gemma":0.0005514718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001862578,"about_ca_topic_score_gemma":0.0002613279,"domain_scores_codex":[0.9915543,0.003943476,0.001702725,0.001038565,0.0009825495,0.0007784132],"domain_scores_gemma":[0.9869941,0.01033475,0.000508755,0.001234967,0.0006296455,0.0002977076],"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":[0.000006961222,0.00004552192,0.00001814742,0.8888218,0.1099616,0.00006618003,0.0001250407,2.476876e-7,3.047335e-8,0.000005396425,0.0002844698,0.0006646122],"study_design_scores_gemma":[0.000129869,0.0002094574,0.00001375306,0.2720427,0.7115337,0.00001518349,0.0001350156,0.000007203002,6.765772e-7,0.00001053873,0.01557892,0.0003230125],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001704435,0.9803733,0.00002629728,0.0001176972,0.00003431286,0.01798068,0.001331187,0.00006386911,0.00005556623],"genre_scores_gemma":[0.000026176,0.9827631,0.00006444917,0.00004951064,0.00002704472,0.01053866,0.0005312742,0.0001260687,0.005873765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.616779,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2967124876440114,"score_gpt":0.4993559162016094,"score_spread":0.2026434285575979,"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."}}