{"id":"W2792231744","doi":"10.3389/fendo.2018.00087","title":"Identification of Metabolomic Biomarkers for Endometrial Cancer and Its Recurrence after Surgery in Postmenopausal Women","year":2018,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; The Society of Gynecologic Oncology of Canada; Centre hospitalier universitaire de Québec","funders":"Fonds de Recherche du Québec - Santé; Canada Research Chairs; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Medicine; Endometrial cancer; Serous fluid; Internal medicine; Cancer; Metabolomics; Gastroenterology; Carcinoma; SDHA; Endocrinology; Oncology; Bioinformatics; Biology; Biochemistry","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":[0.0002843089,0.0001397646,0.0006208111,0.001059579,0.00001728446,0.000004643183,0.000070842,0.00008810658,0.00006392746],"category_scores_gemma":[0.0006240573,0.0001251561,0.00005286869,0.0007590927,0.0001784653,0.00008197479,0.00003732168,0.00009024364,0.000002387257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539219,"about_ca_system_score_gemma":0.0001082492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001132603,"about_ca_topic_score_gemma":0.00004521424,"domain_scores_codex":[0.9984818,0.00007446566,0.0005275295,0.0003537267,0.0001163443,0.0004460944],"domain_scores_gemma":[0.9992871,0.0002497066,0.000149275,0.0001448514,0.00009238638,0.00007669507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02473023,0.0004094218,0.8141288,0.0002666962,0.0004776861,0.00004496337,0.0006647219,5.615383e-7,0.009259187,0.0001134228,0.0006763081,0.149228],"study_design_scores_gemma":[0.02261049,0.001946515,0.8928294,0.0001660468,0.000258976,0.00003644492,0.0006356198,0.0001725473,0.07445555,0.002047868,0.004458531,0.0003820511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843078,0.01199975,0.0001155699,0.0004124093,0.002307502,0.0007015551,0.0001033591,0.00001143501,0.00004067582],"genre_scores_gemma":[0.9958177,0.002550224,0.0004804741,0.00009354181,0.0001746367,0.0007765777,0.00001444539,0.00001352743,0.00007885803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488459,"threshold_uncertainty_score":0.5103719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183904442027357,"score_gpt":0.3043967434138322,"score_spread":0.2825576989935586,"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."}}