{"id":"W4408356548","doi":"10.29327/7510318","title":"Nutritional status, symptoms, and inflammation among older adults with different functional levels with cancer in palliative care.","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palliative care; Medicine; Cancer; Inflammation; Gerontology; Internal medicine; Oncology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003283215,0.0002147655,0.0003133212,0.0003905932,0.0003681342,0.0004197317,0.0001150545,0.0003154995,0.001195345],"category_scores_gemma":[0.0008916826,0.0001266328,0.0002557527,0.000419311,0.0001471318,0.000311104,0.0003598438,0.000280165,0.0001764912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602479,"about_ca_system_score_gemma":0.0001760364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268802,"about_ca_topic_score_gemma":0.003005911,"domain_scores_codex":[0.9998189,0.00004389511,0.0000286718,0.00002982365,0.00003975062,0.00003887111],"domain_scores_gemma":[0.9996043,0.00003682687,0.0001732346,0.000009590877,0.00005073284,0.0001253487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001387591,0.000102524,0.9979742,0.00002162042,0.00002834972,0.00005599393,0.0001155257,0.0000108798,0.0002533044,0.000003301492,0.00004310446,0.00125245],"study_design_scores_gemma":[0.000008441246,0.0004438054,0.9989611,0.000006954779,0.00001690277,0.0001983581,0.0001853212,0.00002996119,0.0000346769,0.000005800914,0.0001071933,0.000001560919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999524,0.0002095774,0.00001662402,0.00001792169,0.000003390293,0.000006056544,0.00008667978,6.629118e-7,0.0001350707],"genre_scores_gemma":[0.9994671,0.00009604018,0.00006530996,0.00004401802,0.000007066882,0.0000112158,0.0001906669,2.897548e-7,0.000118443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268802,"threshold_uncertainty_score":0.003998816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723049317197038,"score_gpt":0.313064484331374,"score_spread":0.2858339911594036,"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."}}