{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003499567,0.0002669379,0.0005034805,0.0009141907,0.0001612571,0.0004172217,0.0001295468,0.0003390817,0.0003400388],"category_scores_gemma":[0.0007238883,0.0001520578,0.0003209913,0.0008275928,0.0001024361,0.0001543969,0.0003108214,0.0002195549,0.0000930112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152606,"about_ca_system_score_gemma":0.0001333455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126778,"about_ca_topic_score_gemma":0.001607105,"domain_scores_codex":[0.999858,0.00003360131,0.00001615493,0.00003689883,0.00003220439,0.00002311064],"domain_scores_gemma":[0.9997738,0.00003955718,0.0001142854,0.00001278505,0.00003632222,0.00002321575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001813174,0.0000847424,0.9316566,0.0001493129,0.000332208,0.0003582689,0.0001768945,0.0001542948,0.04607432,0.00003430387,0.0001537032,0.01901216],"study_design_scores_gemma":[0.0000152752,0.0005503111,0.9927567,0.00001865907,0.0001764808,0.0006207001,0.0001334229,0.000663652,0.004490513,0.00006078683,0.000504465,0.000009100896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952756,0.003763915,0.0003334326,0.00004524715,0.000006625131,0.00001453612,0.0003409532,0.00001150994,0.000208072],"genre_scores_gemma":[0.9978816,0.0009100565,0.000626145,0.00004572448,0.00001221836,0.00001587938,0.0003193345,0.000003115179,0.0001859465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001126778,"threshold_uncertainty_score":0.002240419,"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."}}