{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001775661,0.0002640336,0.0004089863,0.0006002955,0.0003432156,0.0003949134,0.0001291733,0.0003234473,0.001104691],"category_scores_gemma":[0.0008594975,0.0001970557,0.0002221872,0.0007198712,0.0002535467,0.0002343813,0.0003140626,0.0002922208,0.0001859835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357976,"about_ca_system_score_gemma":0.0001312242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006918744,"about_ca_topic_score_gemma":0.001123266,"domain_scores_codex":[0.9998506,0.00002601459,0.00002053418,0.00004412285,0.00003191125,0.00002673551],"domain_scores_gemma":[0.9995196,0.00009820938,0.0002075448,0.00002668204,0.00004722044,0.0001007858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002218683,0.00001477262,0.9977526,0.000006112982,0.00001868193,0.0001671171,0.00003338618,0.00001674217,0.000981003,0.00000377488,0.00001971752,0.0007642344],"study_design_scores_gemma":[0.000005908192,0.00008016737,0.9989712,0.000001822056,0.00001259672,0.0006639346,0.00008189406,0.0000558738,0.00007510428,0.000008405727,0.00004176669,0.000001291326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996732,0.0001144128,0.00002882297,0.000009189044,0.000001629961,0.000002654705,0.00006854297,0.000001122842,0.0001002983],"genre_scores_gemma":[0.9996929,0.00004059827,0.00002873275,0.000008222428,0.000004089767,0.000003949599,0.0001650303,5.331414e-7,0.00005595171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104691,"threshold_uncertainty_score":0.003695548,"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."}}