{"id":"W4224944802","doi":"10.1016/j.jhepr.2022.100495","title":"Higher subcutaneous adipose tissue radiodensity is associated with increased mortality in patients with cirrhosis","year":2022,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Radiodensity; Medicine; Cirrhosis; Adipose tissue; Internal medicine; Gastroenterology; Confounding; Hazard ratio; Radiology; Radiography; Confidence interval","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004237034,0.0001638483,0.0004454812,0.0001386804,0.0002042298,0.00001352362,0.00004346306,0.00006200768,0.001355026],"category_scores_gemma":[0.00004578346,0.0001411254,0.00003648254,0.0004422927,0.00004745293,0.00005497897,0.00004253622,0.0003894902,0.000003133975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000570927,"about_ca_system_score_gemma":0.0001682636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490433,"about_ca_topic_score_gemma":0.0001821965,"domain_scores_codex":[0.9979435,0.0001119757,0.0004629435,0.0004145741,0.0007423298,0.0003246439],"domain_scores_gemma":[0.9988037,0.00003608777,0.0003548778,0.0004330513,0.0001542923,0.0002179765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000505171,0.0008659637,0.9847782,0.00006105231,0.0000883961,0.01108082,0.0002017405,0.000004440734,0.00003124262,0.000004424897,0.0021175,0.0002610085],"study_design_scores_gemma":[0.002463021,0.0008697715,0.9903348,0.0001223687,0.0001301257,0.0006502066,0.00002210468,0.00001535207,0.000110137,0.00003637626,0.00506609,0.0001796663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965979,0.00008896559,0.000001821136,0.000440857,0.0001730784,0.0007725824,0.00003119182,0.0001047544,0.001788815],"genre_scores_gemma":[0.9961568,0.000003719063,0.0001311056,0.002637513,0.00003614965,0.00007264858,0.0003004186,0.00003295208,0.000628771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043061,"threshold_uncertainty_score":0.9995579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852180427623368,"score_gpt":0.2741412992779203,"score_spread":0.2556194950016866,"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."}}