{"id":"W2787450491","doi":"10.1213/ane.0000000000002743","title":"American Society for Enhanced Recovery and Perioperative Quality Initiative Joint Consensus Statement on Nutrition Screening and Therapy Within a Surgical Enhanced Recovery Pathway","year":2018,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":477,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Perioperative; Malnutrition; Parenteral nutrition; Intensive care medicine; Medical nutrition therapy; Clinical nutrition; MEDLINE; Adverse effect; Surgery; Internal medicine","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":[0.001625065,0.0006890939,0.002738456,0.0002253839,0.000432731,0.0001040797,0.00007711212,0.0003204174,0.00003451628],"category_scores_gemma":[0.00009272668,0.0005553807,0.0007107079,0.0003474511,0.0005535755,0.00009602095,0.00002360839,0.0005814891,0.000006225726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002774645,"about_ca_system_score_gemma":0.000552881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005973665,"about_ca_topic_score_gemma":0.00001124789,"domain_scores_codex":[0.9958503,0.0007594954,0.001429885,0.001034055,0.0003972989,0.0005290225],"domain_scores_gemma":[0.9967716,0.0009840796,0.001183862,0.0003459279,0.0003750056,0.0003395652],"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":[0.004184557,0.000752278,0.00001652688,0.02234014,0.001150036,0.0001706064,0.002510097,4.121439e-7,0.0001875592,0.0005870578,0.001733606,0.9663671],"study_design_scores_gemma":[0.009824944,0.01099033,0.000386101,0.04559716,0.0007317095,0.0006691103,0.00390975,0.00005192844,0.001625893,0.0003452152,0.9243387,0.001529157],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04973634,0.9390461,0.001050598,0.003035837,0.00008415453,0.00652539,0.0001516394,0.0001430301,0.0002268763],"genre_scores_gemma":[0.001737808,0.9836536,0.009414341,0.003081263,0.0004217691,0.001002609,0.0004289121,0.00009256932,0.0001671481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.964838,"threshold_uncertainty_score":0.9996898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652463911318466,"score_gpt":0.4126654776008408,"score_spread":0.2474190864689941,"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."}}