{"id":"W4415957029","doi":"10.1177/21925682251393697","title":"Enhanced Recovery After Surgery (ERAS) in Spine Surgery: A Systematic Review and Meta-Analysis of Spinal Surgery Sub – Specialities, Interventions and Efficacy","year":2025,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Olga Mayenfisch Stiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Psychological intervention; Complication; Lumbar spine; Lumbar; Spinal surgery; Quality of life (healthcare); Population; Systematic review; Evidence-based medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01686269,0.002830513,0.01936049,0.009525724,0.0008173353,0.003438388,0.001799488,0.002081232,0.004366151],"category_scores_gemma":[0.04132949,0.001497059,0.02798135,0.01002721,0.0008835909,0.002246048,0.00181897,0.00145527,0.0003570818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064101,"about_ca_system_score_gemma":0.006709581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005753415,"about_ca_topic_score_gemma":0.01803073,"domain_scores_codex":[0.9865356,0.005224472,0.005003923,0.001186177,0.001697127,0.000352629],"domain_scores_gemma":[0.9772081,0.0154341,0.004988372,0.0006950853,0.00143157,0.0002428809],"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":[0.0006459433,0.00002438083,0.002142895,0.7920013,0.1942334,0.00009266101,0.00008679223,0.0002408377,0.0001569139,0.0001277328,0.0004716807,0.00977534],"study_design_scores_gemma":[0.0006507394,0.0002900347,0.004800048,0.1212779,0.8693079,0.0001716076,0.00008231948,0.0001732562,0.0001530467,0.0002473734,0.002808604,0.00003713506],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003078883,0.9941877,0.000526447,0.0001559307,0.0001043201,0.00116072,0.0005799595,0.00002250899,0.0001834281],"genre_scores_gemma":[0.08725622,0.9007585,0.003886759,0.0008291217,0.0002055444,0.005930735,0.0007518266,0.00002479428,0.0003564862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01936049,"threshold_uncertainty_score":0.08917952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07612586433189686,"score_gpt":0.3689370449874728,"score_spread":0.292811180655576,"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."}}