{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02754024,0.005259398,0.007124413,0.001517745,0.002575155,0.003363088,0.002604773,0.006570001,0.06616618],"category_scores_gemma":[0.02756946,0.002507185,0.004655227,0.001852363,0.002779473,0.002749966,0.001694806,0.006126069,0.009729886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003352333,"about_ca_system_score_gemma":0.01088495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751984,"about_ca_topic_score_gemma":0.002952279,"domain_scores_codex":[0.981027,0.01322395,0.00183486,0.001138371,0.001306764,0.001468926],"domain_scores_gemma":[0.9892417,0.003288696,0.002583607,0.001335749,0.002131569,0.001418768],"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":[0.9452709,0.007961185,0.0004509075,0.0126791,0.001510213,0.0001084968,0.000183472,0.0009213948,0.001374678,0.002008674,0.01364806,0.01388286],"study_design_scores_gemma":[0.9638979,0.01648851,0.000985758,0.001562332,0.0005339758,0.00003326639,0.00005499315,0.0007656413,0.0004291606,0.000943756,0.01425936,0.00004533555],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002406983,0.0002356157,0.0007665127,0.0002826951,0.0003691367,0.9940555,0.001098002,0.00007397096,0.0007115412],"genre_scores_gemma":[0.002792599,0.0001286519,0.001694602,0.0002472732,0.0000741043,0.9944267,0.0001930778,0.000005186858,0.0004377766],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06616618,"threshold_uncertainty_score":0.2213479,"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."}}