{"id":"W7123405362","doi":"10.1093/dote/doaf128","title":"Association of body composition, tumor-specific assessment, and patient demographics at diagnosis with 90-day and overall survival in esophageal cancer patients in a global population","year":2025,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Esophagectomy; Esophageal cancer; Skeletal muscle; Adipose tissue; Cohort; Cancer; Population; Cohort study","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":[0.0004946369,0.0002117704,0.0002921779,0.0006369812,0.0001861278,0.0004365979,0.0001741817,0.0002886249,0.0006391735],"category_scores_gemma":[0.001527825,0.000124478,0.0002411176,0.0006764469,0.0002733433,0.000406688,0.0004849711,0.0002823898,0.0001175728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339741,"about_ca_system_score_gemma":0.0001357032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620557,"about_ca_topic_score_gemma":0.002745822,"domain_scores_codex":[0.9997919,0.00006297254,0.00002378616,0.00005443763,0.00003610901,0.00003076441],"domain_scores_gemma":[0.9993736,0.0001369036,0.0002599661,0.00007575214,0.00005962565,0.00009421143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003573165,0.000004577023,0.9992979,0.000001844189,0.0000169148,0.00001178484,0.00001667826,0.00002148605,0.0001128777,0.00000309533,0.000009913948,0.0004673258],"study_design_scores_gemma":[0.000001177496,0.00003450851,0.9996642,8.005751e-7,0.000008428582,0.00008134779,0.00005126251,0.00009117517,0.00002410523,0.000005907804,0.00003613127,0.000001037253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994703,0.000113434,0.0001085834,0.00001239251,0.000001846782,0.000003019019,0.0001206764,0.000002143841,0.0001676908],"genre_scores_gemma":[0.9995926,0.0000413731,0.00008193203,0.000009840984,0.000003113458,0.000003500341,0.0002334336,0.000001315435,0.00003293352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001620557,"threshold_uncertainty_score":0.003222167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008092562210380648,"score_gpt":0.2993388022123691,"score_spread":0.2912462400019885,"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."}}