{"id":"W4298012819","doi":"10.1016/j.clnesp.2022.06.021","title":"Development of an enhanced recovery after surgery® surgical safety checklist","year":2022,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Checklist; Patient safety; General surgery; Surgery; Intensive care medicine; Medical emergency; Health care","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002208665,0.0001560105,0.001166761,0.0001075486,0.0001192007,0.00001173102,0.0001056779,0.0001304621,0.003249755],"category_scores_gemma":[0.0003276473,0.0001423106,0.0009082187,0.0002578515,0.0001235121,0.00008734775,0.00009667988,0.0003541582,0.00005149186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063573,"about_ca_system_score_gemma":0.0002299651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003283658,"about_ca_topic_score_gemma":0.000003856361,"domain_scores_codex":[0.9969935,0.0004593942,0.001350657,0.0003999867,0.0005438874,0.0002526042],"domain_scores_gemma":[0.9972168,0.001862062,0.0001800939,0.0003529513,0.0000939196,0.0002941643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1917114,0.03849534,0.1085607,0.001687188,0.00164592,0.00811514,0.001285032,0.00002568348,0.004245539,0.002923242,0.009867931,0.6314369],"study_design_scores_gemma":[0.004015404,0.0004401593,0.1042107,0.00008732003,0.00007888319,0.0001650588,0.0001860115,0.000009801336,0.001794028,0.00006376847,0.8887178,0.0002309907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914382,0.0002055983,0.00005308354,0.001300349,0.0003925857,0.0004578093,0.00002701013,0.00005791839,0.006067494],"genre_scores_gemma":[0.9922485,0.0002753219,0.003423806,0.0009301821,0.0003794856,0.00019592,0.0003651663,0.00002724251,0.002154321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8788499,"threshold_uncertainty_score":0.9976614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835731613453707,"score_gpt":0.3457399118309555,"score_spread":0.3073825956964184,"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."}}