{"id":"W3030769538","doi":"10.1200/jco.2020.38.15_suppl.4557","title":"Prognostic significance of nutritional markers in metastatic gastric and esophageal adenocarcinoma.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Sarcopenia; Internal medicine; Gastroenterology; Weight loss; Cancer; Body mass index; Malnutrition; Esophageal cancer; Chemotherapy; Surgery; Obesity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350242,0.0002135067,0.0002959021,0.0006024684,0.000249677,0.0003762345,0.0001901626,0.0003003594,0.001384905],"category_scores_gemma":[0.001390372,0.0001392458,0.0002815918,0.0008705478,0.0001737261,0.0002743131,0.0003673098,0.0003059081,0.0002157771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461472,"about_ca_system_score_gemma":0.0001637887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301377,"about_ca_topic_score_gemma":0.002458192,"domain_scores_codex":[0.9998798,0.00002546419,0.00002253948,0.00002477639,0.00002674881,0.00002069874],"domain_scores_gemma":[0.9992763,0.000112904,0.0003231029,0.00001996327,0.00008197119,0.0001857977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001715412,0.000007339461,0.9983225,0.00001003171,0.00001655231,0.00009885659,0.000008463377,0.00003887818,0.0001318371,0.000003762641,0.00005439387,0.001135784],"study_design_scores_gemma":[0.000008206901,0.0001418847,0.9984686,0.000009290312,0.00003154616,0.000674396,0.00004292819,0.0003296283,0.00007762809,0.00001271117,0.0002005453,0.000002548176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983622,0.0009100928,0.00004239645,0.00004393842,0.000005703431,0.000006225278,0.0002551757,0.000003187743,0.0003710518],"genre_scores_gemma":[0.9993581,0.0001527715,0.00005745028,0.00001108423,0.000007288001,0.000004337855,0.0003409478,7.494795e-7,0.00006731842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001384905,"threshold_uncertainty_score":0.004633009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059978678950042,"score_gpt":0.471332771175035,"score_spread":0.2653349032800308,"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."}}