{"id":"W3161064675","doi":"10.1097/tp.0000000000003808","title":"Guidelines for Perioperative Care for Liver Transplantation: Enhanced Recovery After Surgery (ERAS) Recommendations","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Perioperative; MEDLINE; Prospective cohort study; Evidence-based medicine; Surgical procedures","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":[0.0002265621,0.000270303,0.0004903233,0.00017349,0.0001949096,0.00005415668,0.00004567406,0.0001715255,0.0003287166],"category_scores_gemma":[0.0001849562,0.0002734074,0.0004394635,0.0002342104,0.00003310269,0.0004510341,0.000003238757,0.0001145538,0.00001758912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048263,"about_ca_system_score_gemma":0.0004072599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011835,"about_ca_topic_score_gemma":0.0003466629,"domain_scores_codex":[0.9981614,0.00008139525,0.0006955331,0.0005305707,0.0002044127,0.0003267292],"domain_scores_gemma":[0.9969018,0.001016455,0.0001175908,0.0002330528,0.001621652,0.0001094434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.07577892,0.001157151,0.004372624,0.04658249,0.001966313,0.00162584,0.0709414,0.001265737,0.450775,0.0005654853,0.01703602,0.327933],"study_design_scores_gemma":[0.007395227,0.0005813482,0.01512022,0.003227653,0.001957805,0.0006768971,0.002516967,0.0006146451,0.9368386,0.0001569431,0.02979621,0.001117433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3417471,0.002174698,0.6456294,0.003794841,0.001639782,0.001793323,0.002401724,0.0001593228,0.0006598455],"genre_scores_gemma":[0.8099688,0.03022093,0.119799,0.006207001,0.001252074,0.004505327,0.02334268,0.0001620178,0.004542221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5258304,"threshold_uncertainty_score":0.9999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142886383192621,"score_gpt":0.334007029625962,"score_spread":0.2825781657940358,"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."}}