{"id":"W4415954576","doi":"10.3390/curroncol32110620","title":"Serum miRNA Signatures in Cancer Cachexia Depend on Systemic Inflammation","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cachexia; Systemic inflammation; Inflammation; Cancer cachexia; microRNA; 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":[0.0004065729,0.0002292034,0.0004857004,0.0003188569,0.0002276175,0.0005663999,0.0001232222,0.0002816093,0.0007330274],"category_scores_gemma":[0.001310129,0.000177756,0.0002815362,0.0005783034,0.000206283,0.0002664809,0.0003058486,0.0003290739,0.0001577792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576861,"about_ca_system_score_gemma":0.0001980395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006228021,"about_ca_topic_score_gemma":0.001118063,"domain_scores_codex":[0.9997302,0.0000856666,0.00003036271,0.00007497385,0.00004214971,0.00003659538],"domain_scores_gemma":[0.9993896,0.000112374,0.0003140425,0.00004457185,0.0000635055,0.00007579338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008772333,0.00003160198,0.9872878,0.0000362143,0.00009368155,0.0001114245,0.00007013667,0.00008378921,0.006768088,0.00003383328,0.00009110616,0.004515122],"study_design_scores_gemma":[0.00001675337,0.0002565936,0.9973912,0.00001071406,0.0000777671,0.000484607,0.0000719497,0.0004612582,0.0007668734,0.00005735751,0.0003990355,0.000005872472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982176,0.0009713325,0.0002306921,0.00002956037,0.000004967164,0.000008350872,0.0001899516,0.000006013222,0.0003413553],"genre_scores_gemma":[0.999387,0.0001456791,0.0001676292,0.00002128247,0.000006883482,0.000008851016,0.0001492941,0.000001944844,0.0001113836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007330274,"threshold_uncertainty_score":0.002452195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1272957606145713,"score_gpt":0.4928825312786699,"score_spread":0.3655867706640986,"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."}}