{"id":"W3000730652","doi":"10.1007/s00268-019-05366-4","title":"Risk Factors for Prolonged Postoperative Ileus in Colorectal Surgery: A Systematic Review and Meta‐analysis","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Industrial de Santander","keywords":"Medicine; Abdominal surgery; Vascular surgery; Colorectal surgery; Cardiac surgery; Perioperative; Laparotomy; Cardiothoracic surgery; Meta-analysis; Surgery; General 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":["metaepi_broad"],"category_scores_codex":[0.005641818,0.0009050397,0.03037519,0.003517879,0.00007690093,0.00006617324,0.000183872,0.0002530141,0.0001190691],"category_scores_gemma":[0.007153481,0.0005581566,0.01162686,0.003744761,0.00009095811,0.0002752247,0.00006366013,0.001302976,0.000005402279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101968,"about_ca_system_score_gemma":0.001274428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001338677,"about_ca_topic_score_gemma":0.00005636319,"domain_scores_codex":[0.9916504,0.001999378,0.004664044,0.0005765689,0.0006010142,0.0005085785],"domain_scores_gemma":[0.9735231,0.01986676,0.005324,0.0003801136,0.0004640972,0.000441908],"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":[0.0001289696,0.0001247637,0.001030543,0.7746964,0.2182412,0.0007108632,0.00008755927,8.891469e-7,2.259561e-7,9.931248e-7,0.001988601,0.002988962],"study_design_scores_gemma":[0.0001129131,0.0000670497,0.00009625441,0.1677639,0.8028095,0.0005086284,0.00002095664,0.000002088407,0.000003729214,0.000002757545,0.02815042,0.0004617579],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002701041,0.9951046,0.00003581473,0.0004447815,0.0003344287,0.003532554,0.0002435548,0.00002222222,0.00001195792],"genre_scores_gemma":[0.0005467874,0.997896,0.0001512772,0.0003688717,0.0001121616,0.0005141353,0.00009527262,0.0001064933,0.0002090021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6069325,"threshold_uncertainty_score":0.999687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07855684215961548,"score_gpt":0.3331562087910184,"score_spread":0.2545993666314029,"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."}}