{"id":"W2128121022","doi":"10.1177/0884533614562840","title":"Nutrition Adequacy in Enhanced Recovery After Surgery","year":2014,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Meal; Elective surgery; Observational study; Surgery; Emergency medicine; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008302191,0.0001780165,0.0002757612,0.0005432884,0.0002720428,0.0004187657,0.0002030625,0.0002834082,0.001390359],"category_scores_gemma":[0.003673156,0.0001350091,0.0003349236,0.0004909798,0.0002902549,0.000327148,0.0005244684,0.0005043086,0.0001603751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080485,"about_ca_system_score_gemma":0.0002604006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008038047,"about_ca_topic_score_gemma":0.0009092963,"domain_scores_codex":[0.999347,0.0001988386,0.0001110062,0.00008310397,0.0001507884,0.0001091496],"domain_scores_gemma":[0.9957857,0.0005628015,0.002771615,0.00009536976,0.0001866779,0.0005978136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645552,0.00007254592,0.9982728,0.00001794444,0.00002198241,0.00005395167,0.00005996193,0.00002468717,0.0001447246,0.000005036871,0.00002542156,0.00113628],"study_design_scores_gemma":[0.00000618645,0.0003737365,0.9989465,0.000007435558,0.000009889775,0.0003187292,0.0001102319,0.0000855504,0.00005556305,0.000009468622,0.00007314367,0.000003536351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995819,0.0001259977,0.00003545797,0.00002312969,0.000002084792,0.000006996419,0.00005775896,0.000001351334,0.000165398],"genre_scores_gemma":[0.9998394,0.00002992178,0.00003714958,0.00001061611,0.000002518118,0.000002999444,0.00005564434,3.983345e-7,0.00002124212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001390359,"threshold_uncertainty_score":0.004651248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04543687876380704,"score_gpt":0.3858972572751681,"score_spread":0.3404603785113611,"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."}}