{"id":"W2914430217","doi":"10.1590/0102-672020180001e1424","title":"ENHANCED RECOVERY (ERAS) AFTER LIVER SURGERY:COMPARATIVE STUDY IN A BRAZILIAN TERCIARY CENTER","year":2019,"lang":"en","type":"article","venue":"ABCD Arquivos Brasileiros de Cirurgia Digestiva (São Paulo)","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Surgery; Intubation; Vomiting; Colorectal surgery; Nausea; Medical record; Hepatectomy; Abdominal surgery; Anesthesia; General 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009242831,0.001065896,0.002172128,0.001117023,0.0001093921,0.0001492361,0.0004170618,0.0004967378,0.003747918],"category_scores_gemma":[0.0002704893,0.001020499,0.0006961457,0.001164629,0.0001651294,0.001159846,0.0003070292,0.001292482,0.004293605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007881828,"about_ca_system_score_gemma":0.0005194879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378244,"about_ca_topic_score_gemma":0.0006129608,"domain_scores_codex":[0.99336,0.0007103573,0.001511085,0.001762483,0.0009009075,0.001755169],"domain_scores_gemma":[0.9954036,0.001714682,0.0004281377,0.001612679,0.0002160698,0.000624769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004400408,0.003318595,0.9665542,0.0002487919,0.0003497584,0.001790383,0.005515709,0.00005981914,0.01288442,0.000002534586,0.002330845,0.00254452],"study_design_scores_gemma":[0.003534118,0.0007529968,0.9722328,0.001415622,0.000108007,0.0002440985,0.001344729,0.00007430533,0.01867851,0.00003517993,0.0004944522,0.001085236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878432,0.0004599505,0.0002061557,0.0001180233,0.001425016,0.003433855,0.00008334494,0.0002545548,0.006175884],"genre_scores_gemma":[0.9902206,0.0001488407,0.0002191142,0.001705921,0.0003750328,0.0007750146,0.0001275776,0.0001898655,0.006238032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005794091,"threshold_uncertainty_score":0.9992245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748347823558425,"score_gpt":0.2771954316458758,"score_spread":0.2497119534102916,"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."}}