{"id":"W2799934298","doi":"10.1371/journal.pone.0196235","title":"Sarcopenia and myosteatosis are accompanied by distinct biological profiles in patients with pancreatic and periampullary adenocarcinomas","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Cancer Foundation","keywords":"Sarcopenia; Internal medicine; Metabolome; Adipose tissue; Endocrinology; Skeletal muscle; Pancreatic cancer; Medicine; Biology; Cancer; Metabolite","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007374485,0.0001096872,0.0003502368,0.00005707047,0.00008299371,0.00001536056,0.00003032277,0.00005928378,0.00008480604],"category_scores_gemma":[0.00005210245,0.00007770729,0.000007396354,0.00009434275,0.0001613889,0.00004271808,0.00004023192,0.0001217659,0.000008108987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002878618,"about_ca_system_score_gemma":0.00001560647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002289524,"about_ca_topic_score_gemma":0.00001260427,"domain_scores_codex":[0.9992035,0.00004768831,0.0001723943,0.0002373486,0.0001488316,0.000190214],"domain_scores_gemma":[0.9995791,0.0000461396,0.00005768731,0.0001107247,0.00006168523,0.0001447002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005413061,0.0007462394,0.9965971,0.0003386298,0.00002737852,0.00000490816,0.0001893385,4.582021e-10,0.001200553,0.000007581218,0.0001306058,0.0002163333],"study_design_scores_gemma":[0.002995324,0.000968962,0.99365,0.0009349165,0.00006038994,0.000003586587,0.0001301952,0.00002132832,0.001062963,0.00002572544,0.00004839548,0.00009823687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975861,0.0006681375,9.444312e-7,0.0008240753,0.000007640991,0.000644023,0.00002643061,0.0000332556,0.0002093408],"genre_scores_gemma":[0.9978725,0.0000871395,0.001296281,0.0005144156,0.00006699662,0.0000376775,0.00006464586,0.00001286932,0.00004746227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002947149,"threshold_uncertainty_score":0.3168811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922476325087152,"score_gpt":0.248097577857524,"score_spread":0.1988728146066525,"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."}}