{"id":"W3213866373","doi":"10.3390/curroncol28060406","title":"The Relationship between Nutritional Status and Body Composition with Clinical Parameters, Tumor Stage, CA19-9, CEA Levels in Patients with Pancreatic and Periampullary Tumors","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periampullary cancer; Bioelectrical impedance analysis; Gastroenterology; Internal medicine; Stage (stratigraphy); Pancreatic cancer; Amylase; Body mass index; Albumin; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003231862,0.0002603723,0.0003687232,0.0007252618,0.0003340543,0.0003833932,0.0001287218,0.0003222506,0.001033517],"category_scores_gemma":[0.001269342,0.0001899525,0.000229755,0.0007207635,0.0002048121,0.0003961314,0.0003485928,0.0004040327,0.0002148759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540408,"about_ca_system_score_gemma":0.0001538395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161549,"about_ca_topic_score_gemma":0.001337918,"domain_scores_codex":[0.9998306,0.00004532004,0.00003064569,0.00003531471,0.00002930044,0.00002874392],"domain_scores_gemma":[0.9993575,0.0001738474,0.000209226,0.0000423964,0.000065918,0.0001511423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002100742,0.00002198226,0.9985985,0.000004845188,0.00002379122,0.00004656695,0.00002071289,0.00002069784,0.0002405212,0.000003098401,0.00001306598,0.0007961323],"study_design_scores_gemma":[0.000005712928,0.000183724,0.9991591,0.000002012248,0.00001752862,0.000325434,0.00005804906,0.0001199438,0.00005196536,0.000009618576,0.00006519465,0.000001883586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993212,0.0003497405,0.00006053407,0.0000161355,0.000003337738,0.000003998012,0.0000698432,0.000001450279,0.0001738318],"genre_scores_gemma":[0.9996237,0.00008419407,0.00006015243,0.00001051985,0.000004928203,0.000004970761,0.0001068053,6.837863e-7,0.0001042067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001161549,"threshold_uncertainty_score":0.003457427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1615382953085697,"score_gpt":0.438547966572063,"score_spread":0.2770096712634933,"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."}}