{"id":"W4410934554","doi":"10.1186/s12893-025-02976-9","title":"Effect of ERAS pathway nursing on postoperative rehabilitation of patients undergoing gastrointestinal surgery: a meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Rehabilitation; Meta-analysis; General surgery; Nursing; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01770094,0.00309497,0.01787968,0.005588976,0.0007052806,0.003746849,0.00217957,0.002711918,0.003272847],"category_scores_gemma":[0.03252162,0.001590895,0.06643344,0.005216742,0.0007248417,0.001899869,0.001685873,0.002483587,0.0002733759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002042918,"about_ca_system_score_gemma":0.003160475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005173601,"about_ca_topic_score_gemma":0.008821805,"domain_scores_codex":[0.98879,0.005489213,0.003192926,0.001118252,0.001050841,0.0003586532],"domain_scores_gemma":[0.9810848,0.0134235,0.003243267,0.0007560618,0.00117817,0.0003141447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003797508,0.00006509946,0.004686998,0.1301218,0.8543164,0.00008358323,0.00005118567,0.000451431,0.0001504611,0.00007435011,0.0001634103,0.00603788],"study_design_scores_gemma":[0.0006430855,0.0002419779,0.002113579,0.005560006,0.9907191,0.00003723699,0.00001862077,0.0001407666,0.00005792883,0.00008548533,0.0003705962,0.00001151396],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01529914,0.9818541,0.001126337,0.0002757738,0.0002920983,0.0004505119,0.000352406,0.00003517947,0.0003144312],"genre_scores_gemma":[0.4456943,0.5426273,0.005463839,0.001555995,0.0006173747,0.002531777,0.0009386202,0.00005768969,0.0005131358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01787968,"threshold_uncertainty_score":0.09361261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641441609434258,"score_gpt":0.3464422452566427,"score_spread":0.2900278291623002,"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."}}