{"id":"W3209065019","doi":"10.5203/jcanpa.v3i8.906","title":"Nutrition in the Neoadjuvant Gastric Cancer Patient, is early administration appropriate?","year":2021,"lang":"en","type":"article","venue":"","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Emergency Physicians","funders":"","keywords":"Medicine; Parenteral nutrition; Cancer; Vomiting; Nausea; Malnutrition; Dysphagia; Radiation therapy; Chemotherapy; Intensive care medicine; Internal medicine; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007886753,0.0001312598,0.0007454381,0.0008004885,0.0002310562,0.001106789,0.0002810905,0.001077176,0.00322168],"category_scores_gemma":[0.007052724,0.00008509766,0.0003936971,0.001540374,0.0003341537,0.00135476,0.000220571,0.0006459933,0.00043664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005630543,"about_ca_system_score_gemma":0.001818468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335434,"about_ca_topic_score_gemma":0.003363638,"domain_scores_codex":[0.9995989,0.0001519591,0.0001142877,0.00003474829,0.00008006825,0.00002006643],"domain_scores_gemma":[0.9979634,0.001193251,0.0004811398,0.00001615262,0.0002745222,0.00007147789],"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":[0.002371736,0.0002675091,0.03399911,0.1563524,0.0005250153,0.003126234,0.0008292923,0.0001397489,0.002650359,0.001938173,0.04145356,0.7563468],"study_design_scores_gemma":[0.0006210707,0.00171272,0.1608694,0.2875626,0.003313821,0.02071522,0.009634112,0.0004615865,0.003623613,0.00633252,0.5050156,0.0001376718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02074491,0.9564893,0.0002450579,0.01546546,0.001251671,0.00005797915,0.0002979541,0.00001182731,0.005435911],"genre_scores_gemma":[0.1240923,0.8662318,0.001342161,0.005631486,0.001227656,0.00009489943,0.0003637692,0.000006763073,0.001009225],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00322168,"threshold_uncertainty_score":0.01077765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04345132325238991,"score_gpt":0.3450405780540652,"score_spread":0.3015892548016753,"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."}}