{"id":"W2510181107","doi":"10.1007/s00464-016-5169-2","title":"Impact of adherence to care pathway interventions on recovery following bowel resection within an established enhanced recovery program","year":2016,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Abdominal surgery; Perioperative; Psychological intervention; Hepatology; Confounding; Laparoscopy; Bowel resection; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005521834,0.000373753,0.000766905,0.0004544256,0.00009511426,0.00005567849,0.0002017699,0.0002454632,0.0004683314],"category_scores_gemma":[0.001017858,0.0002506592,0.00126876,0.0006930848,0.00007246581,0.0006909454,0.00008016603,0.0003341919,0.00008816637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592823,"about_ca_system_score_gemma":0.0003610318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002282666,"about_ca_topic_score_gemma":0.0001890504,"domain_scores_codex":[0.9968787,0.0002836908,0.0008844481,0.0007888984,0.0005721787,0.0005921301],"domain_scores_gemma":[0.9975722,0.000530219,0.0002920727,0.0008318469,0.0002760271,0.0004976193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05028922,0.004263229,0.03135582,0.0009532691,0.001091493,0.0007683973,0.002060384,0.0005492832,0.3981956,0.0000721898,0.0008597591,0.5095414],"study_design_scores_gemma":[0.01610485,0.07501087,0.04185195,0.01660648,0.0002157801,0.00007843778,0.0004982006,0.00002598937,0.8474321,0.0004179531,0.0006661866,0.001091152],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921384,0.0001521427,0.00100422,0.00004857393,0.00183266,0.001279839,0.00009469932,0.0002652182,0.003184218],"genre_scores_gemma":[0.9953428,0.0000604487,0.002368994,0.00003826692,0.0002358272,0.0003744083,0.00007228961,0.00006721285,0.001439787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5084503,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997097960291526,"score_gpt":0.35652861628107,"score_spread":0.3265576366781547,"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."}}