{"id":"W2810209157","doi":"10.2196/10491","title":"Perioperative Optimization With Nutritional Supplements in Patients Undergoing Gastrointestinal Surgery for Cancer (PROGRESS): Protocol for a Feasibility Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"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":"Johns Hopkins Children's Center","keywords":"Medicine; Randomized controlled trial; Perioperative; Malnutrition; Nutritional Supplementation; Parenteral nutrition; Clinical trial; Randomization; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03599052,0.006351094,0.008840095,0.001934083,0.003077051,0.003795809,0.0032992,0.007025318,0.04602003],"category_scores_gemma":[0.03049144,0.002705722,0.004710947,0.002448964,0.003717088,0.002790891,0.001992066,0.006898665,0.007344512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004076777,"about_ca_system_score_gemma":0.01364412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170429,"about_ca_topic_score_gemma":0.003130858,"domain_scores_codex":[0.972819,0.01919964,0.002333452,0.001565531,0.001954805,0.002127611],"domain_scores_gemma":[0.9852228,0.004385914,0.003461511,0.001789603,0.003197494,0.001942618],"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":[0.9450529,0.0106493,0.0006105386,0.0130249,0.001859917,0.0001594978,0.0002751678,0.00136603,0.001573617,0.002389767,0.009785756,0.01325267],"study_design_scores_gemma":[0.9613335,0.01874429,0.001022715,0.001565028,0.0007000635,0.00003820311,0.00006788976,0.001119523,0.0004245071,0.001131838,0.01379666,0.0000558561],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002050403,0.0002047492,0.0008218469,0.0002183492,0.0002684929,0.9951252,0.0006678707,0.00006491726,0.0005780893],"genre_scores_gemma":[0.002517537,0.000123133,0.001652251,0.0001798072,0.00005203293,0.9950355,0.000131425,0.000004473311,0.0003038157],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04602003,"threshold_uncertainty_score":0.1903384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2639901767190008,"score_gpt":0.579467421441254,"score_spread":0.3154772447222532,"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."}}