{"id":"W2981672938","doi":"10.1371/journal.pone.0223613","title":"Sarcopenia as a prognostic factor for survival in patients with locally advanced gastroesophageal adenocarcinoma","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medac; Servier; Deutsche Krebshilfe; Eli Lilly and Company; Deutsche Forschungsgemeinschaft; University of Alberta; Celgene; Sanofi","keywords":"Sarcopenia; Medicine; Internal medicine; Proportional hazards model; Perioperative; Multivariate analysis; Cancer; Stage (stratigraphy); Chemotherapy; Gastroenterology; Oncology; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004531399,0.0002290433,0.0003348202,0.0004053525,0.0002328062,0.0004059406,0.0001375642,0.0002687356,0.001050536],"category_scores_gemma":[0.001128063,0.0001171546,0.0002690207,0.0004748337,0.0001638876,0.0002158086,0.000251653,0.0002726673,0.0001336528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130036,"about_ca_system_score_gemma":0.00015251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000673331,"about_ca_topic_score_gemma":0.001308695,"domain_scores_codex":[0.9998428,0.00005799915,0.00001863058,0.00003048109,0.00002440951,0.00002571629],"domain_scores_gemma":[0.9994136,0.000111879,0.000254203,0.00002475336,0.00005263406,0.0001428811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004223053,0.00002387817,0.997986,0.00001123495,0.00002436581,0.00005469992,0.00001623076,0.0000297577,0.000164749,0.000002868245,0.0000472071,0.001216747],"study_design_scores_gemma":[0.00001932096,0.0002924265,0.9990741,0.000007474583,0.00003839355,0.0002425205,0.00005185273,0.0001514217,0.00003541648,0.000008990576,0.00007590883,0.000002222032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993887,0.0003800433,0.00002361488,0.00002249271,0.000004618037,0.000003890832,0.00006678035,0.000001155116,0.0001086159],"genre_scores_gemma":[0.9997117,0.00007647705,0.00003088565,0.000009990647,0.000008943456,0.000003818281,0.0001151328,4.030506e-7,0.00004263691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001050536,"threshold_uncertainty_score":0.003514349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330089722375223,"score_gpt":0.2639450176000088,"score_spread":0.2309360453624865,"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."}}