{"id":"W4210778309","doi":"10.2196/preprints.10491","title":"Perioperative Optimization With Nutritional Supplements in Patients Undergoing Gastrointestinal Surgery for Cancer (PROGRESS): Protocol for a Feasibility Randomized Controlled Trial (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Juravinski Hospital; Centre Hospitalier de l’Université de Montréal; Impact; Ontario Clinical Oncology Group","funders":"","keywords":"Medicine; Randomized controlled trial; Perioperative; Malnutrition; Nutritional Supplementation; Randomization; Internal medicine; 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"],"consensus_categories":[],"category_scores_codex":[0.002992762,0.0006952737,0.003894007,0.0004252213,0.0001321414,0.0001311368,0.0001426072,0.0002536812,0.0007958999],"category_scores_gemma":[0.003866028,0.0004895446,0.001199632,0.0001523338,0.0002973985,0.0001958061,0.0001720785,0.0003993226,0.000001070425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000920516,"about_ca_system_score_gemma":0.003109158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003890521,"about_ca_topic_score_gemma":0.0002148865,"domain_scores_codex":[0.9946353,0.0005834668,0.00217488,0.001326811,0.000651376,0.0006281857],"domain_scores_gemma":[0.9917212,0.004163392,0.001254572,0.000516665,0.002163373,0.0001807638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8833305,0.002509587,0.1070503,0.002116204,0.0005198217,0.000002982728,0.00006117291,0.003772247,0.000002133523,0.00001164953,0.0005501695,0.00007333154],"study_design_scores_gemma":[0.9642397,0.002071894,0.001354242,0.006506121,0.0003047085,0.000004794868,0.00002520979,0.0246294,0.0001945072,0.0001824951,0.00002866623,0.0004582655],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.09163813,0.00000731788,0.18256,0.0003180865,0.0004193205,0.7246028,0.0002712918,0.00009021757,0.00009280952],"genre_scores_gemma":[0.0412175,0.000004085538,0.1026567,0.0001074279,0.0005261272,0.8539983,0.00117589,0.0000818058,0.0002321359],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1293954,"threshold_uncertainty_score":0.9997556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581534680414834,"score_gpt":0.3487704563121446,"score_spread":0.3129551095079963,"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."}}