{"id":"W4400686050","doi":"10.1080/01635581.2024.2378504","title":"Phase Angle but Not Psoas Muscle Predicts Nutritional Risk and Prognosis in Males with Hepatocellular Carcinoma","year":2024,"lang":"en","type":"article","venue":"Nutrition and Cancer","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Carcinoma; Internal medicine; Oncology; Gastroenterology; Surgery","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":[0.0001370311,0.0001399129,0.0002218857,0.000227623,0.0001069051,0.00005504043,0.00002224407,0.00009272074,0.0001832379],"category_scores_gemma":[0.00000821087,0.0001120829,0.00003405717,0.0002439923,0.0001133354,0.0001330186,0.00001265313,0.0002663686,0.00000417529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008659113,"about_ca_system_score_gemma":0.00009907355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210707,"about_ca_topic_score_gemma":0.00006131465,"domain_scores_codex":[0.9989501,0.00003880502,0.0002202797,0.0003455461,0.0002193671,0.0002258957],"domain_scores_gemma":[0.9995728,0.00004332226,0.00003407616,0.00007377755,0.00007192472,0.0002040824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001822991,0.003310566,0.888056,0.01109978,0.00006916238,0.0009518416,0.0007858382,4.724728e-7,0.01071899,0.001350622,0.006433385,0.07540039],"study_design_scores_gemma":[0.05256317,0.002897833,0.5680234,0.01273037,0.0004108338,0.0008385273,0.001359072,0.01615885,0.02223438,0.001614955,0.3204403,0.0007282839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630737,0.02922054,0.00005536618,0.006197265,0.00008807886,0.0007483994,0.0003650154,0.00009416624,0.0001575124],"genre_scores_gemma":[0.9816492,0.01550025,0.0006905795,0.0009443066,0.0003530793,0.0006036381,0.00009565229,0.00002266588,0.0001406759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3200326,"threshold_uncertainty_score":0.457061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908007437728868,"score_gpt":0.3187200327261062,"score_spread":0.2796399583488175,"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."}}