{"id":"W1702514783","doi":"10.1002/bjs.9324","title":"Systematic review of outcomes used to evaluate enhanced recovery after surgery","year":2014,"lang":"en","type":"review","venue":"British journal of surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; MEDLINE; Quality of life (healthcare); Prospective cohort study; Activities of daily living; Systematic review; Physical therapy; Cochrane Library; Intensive care medicine; Surgery; Meta-analysis; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01495035,0.001029589,0.0254849,0.001957854,0.0000539341,0.0001031058,0.0004498831,0.0005854247,0.0005318475],"category_scores_gemma":[0.02464313,0.0008859959,0.01087082,0.001375494,0.0001055641,0.0004373875,0.0001474344,0.001224029,0.0001889569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004573885,"about_ca_system_score_gemma":0.00256518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001308905,"about_ca_topic_score_gemma":0.000005796051,"domain_scores_codex":[0.9834486,0.002377598,0.01044613,0.0006884447,0.002190394,0.0008488496],"domain_scores_gemma":[0.9745128,0.01367503,0.008203913,0.001218739,0.001642626,0.0007469486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008818143,0.000157977,0.0000887874,0.7780142,0.00193963,0.001917379,0.000007246804,2.240627e-7,0.000001674065,9.484124e-8,0.01435282,0.2034318],"study_design_scores_gemma":[0.0001736227,0.00008556458,0.0002076102,0.9359332,0.008995203,0.01062209,0.000004251641,7.757909e-8,0.00002300912,0.000005041268,0.04324971,0.0007006187],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001087748,0.992056,0.0002873839,0.00009008331,0.003983458,0.002254447,0.0001076996,0.00004191677,0.00009132461],"genre_scores_gemma":[0.0001585057,0.9960672,0.0002450048,0.001393655,0.0006029786,0.000361981,0.00006568863,0.0002640634,0.0008409645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2027311,"threshold_uncertainty_score":0.9993591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05765540331603664,"score_gpt":0.3403823983674194,"score_spread":0.2827269950513828,"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."}}