{"id":"W4411263118","doi":"10.1016/j.clnesp.2025.06.026","title":"Nutritional intake and diet quality over three years following liver transplantation","year":2025,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cohort; Transplantation; Internal medicine; Mediterranean diet; Liver transplantation; Cohort study; Food group; Body mass index; Population; Gastroenterology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0004753168,0.0001322646,0.0004115258,0.00008513255,0.0001306577,0.00003078016,0.00005956808,0.0001768612,0.00020665],"category_scores_gemma":[0.0001979379,0.0001329875,0.0003118773,0.0001838393,0.0001589775,0.0001173726,0.00004214253,0.0002552412,0.00002886796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004811448,"about_ca_system_score_gemma":0.00003671061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004659312,"about_ca_topic_score_gemma":0.00007451235,"domain_scores_codex":[0.9984944,0.00008218254,0.0006097867,0.0003677084,0.0002655215,0.0001804256],"domain_scores_gemma":[0.9988932,0.0006759916,0.0000678618,0.0001480152,0.00009105856,0.000123886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02797203,0.01397498,0.6706654,0.005702662,0.001691826,0.001683909,0.0001737054,8.796293e-7,0.002412986,0.1009527,0.1356713,0.03909752],"study_design_scores_gemma":[0.01069932,0.0004255587,0.9229333,0.0006888755,0.0002375661,0.00001683091,0.00006307172,0.00003130134,0.00005456656,0.02260147,0.04209548,0.0001526639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864408,0.002235197,0.0005819685,0.005381091,0.0003947825,0.0006924364,0.0001243794,0.00007448059,0.004074803],"genre_scores_gemma":[0.9860398,0.007126885,0.002463898,0.003169878,0.0005107025,0.00008745505,0.0003512637,0.00001238011,0.0002377208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2522678,"threshold_uncertainty_score":0.5423071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07334802015375201,"score_gpt":0.4087576214083618,"score_spread":0.3354096012546098,"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."}}