{"id":"W4408246262","doi":"10.1002/wjs.12536","title":"Adoption of the Enhanced Recovery After Surgery Practices for Colorectal Procedures: A Nationwide Assessment in Ukraine","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Abdominal surgery; Cardiac surgery; Cardiothoracic surgery; Vascular surgery; Colorectal surgery; Medicine; General surgery; Quality of Life Research; Surgery; Public health; Nursing","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":[0.001017743,0.00013132,0.0002704748,0.001629802,0.0004508076,0.0006163183,0.0005450252,0.0002067599,0.001721843],"category_scores_gemma":[0.003411021,0.0001790367,0.0004323264,0.002183407,0.0001952205,0.0004810957,0.001308687,0.000439383,0.0002178437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232557,"about_ca_system_score_gemma":0.002522836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06974513,"about_ca_topic_score_gemma":0.09088421,"domain_scores_codex":[0.9992483,0.0001719083,0.0001729821,0.0001279826,0.0001348519,0.0001439885],"domain_scores_gemma":[0.9975991,0.0003801059,0.001124712,0.0001621557,0.0004687204,0.0002653422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004649699,0.00004035289,0.9882751,0.0002190588,0.00008937537,0.0001159944,0.001105499,0.00008860629,0.00008217814,0.0002340906,0.002744038,0.006959187],"study_design_scores_gemma":[0.00000158085,0.00001928656,0.997109,0.0001008865,0.00001937341,0.00007828031,0.001384732,0.0001097264,0.00002539682,0.00003737148,0.001110069,0.000004232092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742051,0.0007808108,0.0002205629,0.0003610594,0.00002030345,0.00004426091,0.02262599,0.00001623608,0.001725729],"genre_scores_gemma":[0.9851981,0.0006827316,0.0003943316,0.00008276742,0.000008056898,0.0000728081,0.01311262,0.000006662467,0.0004417932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06974513,"threshold_uncertainty_score":0.1386783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223539180594709,"score_gpt":0.3176908963431748,"score_spread":0.2953369782837039,"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."}}