{"id":"W4414416938","doi":"10.1016/j.clnesp.2025.07.357","title":"Association between extended inflammatory parameters (EIP) and nutritional status in patients with esophageal disorders","year":2025,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Association (psychology); Esophagus; Esophageal disease; Inflammation","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":[0.0002880358,0.0001667237,0.0004319219,0.0001985866,0.00006743204,0.00002839435,0.00005067583,0.000200618,0.00003081861],"category_scores_gemma":[0.0004468815,0.0001455468,0.00009377358,0.0002312141,0.0001101943,0.0001478288,0.00003586191,0.0003200319,0.00001710427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674031,"about_ca_system_score_gemma":0.00009289467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007774966,"about_ca_topic_score_gemma":0.00001518713,"domain_scores_codex":[0.9982542,0.0001569769,0.0005739256,0.0003775993,0.0003213914,0.0003159353],"domain_scores_gemma":[0.9987528,0.0005915212,0.0001517603,0.0001628321,0.0001059441,0.0002351684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006754659,0.001877541,0.9911264,0.0001070064,0.0002350442,0.00002345778,0.00001218401,5.061423e-7,7.026397e-7,0.00008572806,0.0004370892,0.005418847],"study_design_scores_gemma":[0.02532965,0.0008627754,0.9703034,0.0001847573,0.0001998518,3.207805e-7,0.00001548961,0.000007327695,0.00001655755,0.002573611,0.0004369977,0.00006924617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972274,0.00008390849,0.00003749667,0.001084138,0.00008443646,0.001037197,0.00007626141,0.00004233585,0.0003268043],"genre_scores_gemma":[0.9969881,0.0001732747,0.00148634,0.0003857525,0.00005667231,0.00008755486,0.0005759689,0.00001341386,0.0002329139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02465419,"threshold_uncertainty_score":0.5935227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277585454704137,"score_gpt":0.3134220652959321,"score_spread":0.3006462107488907,"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."}}