{"id":"W4296013560","doi":"10.1016/j.annonc.2022.07.719","title":"591P Feasibility of longitudinal monitoring of whole blood-based circulating tumour DNA (ctDNA) in patients with endometrial cancer","year":2022,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Takeda Oncology; EMD Serono; Genentech; Eisai Canada; PharmaMar; European Society for Medical Oncology; Eisai; Seagen; Amgen; Deciphera Pharmaceuticals; Sociedad Española de Oncología Médica; Clovis Oncology; AstraZeneca; Novocure; Regeneron Pharmaceuticals; Pfizer; Incyte; F. Hoffmann-La Roche; Bristol-Myers Squibb; Eli Lilly and Company; American Society of Clinical Oncology; Mersana Therapeutics; Stryker; Mereo BioPharma; PTC Therapeutics","keywords":"Medicine; Endometrial cancer; Internal medicine; PTEN; Oncology; Hysterectomy; Cancer; Biopsy; Stage (stratigraphy); Endometrial biopsy; Uterine cancer; Liquid biopsy; Gastroenterology; Gynecology; Pathology; Biology","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":[0.0008612465,0.0002221512,0.0002268201,0.0004675985,0.0002607174,0.0006209071,0.0002472437,0.0005407103,0.001499755],"category_scores_gemma":[0.00593293,0.0002224522,0.000145759,0.0004112741,0.000180971,0.0004085534,0.0002177875,0.0004700636,0.0004050476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466276,"about_ca_system_score_gemma":0.0003089051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421163,"about_ca_topic_score_gemma":0.0008131267,"domain_scores_codex":[0.9995908,0.0001731987,0.00002234344,0.00008941066,0.00006917566,0.00005492222],"domain_scores_gemma":[0.9980721,0.001217282,0.0002102624,0.00009664793,0.0002464271,0.0001572696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002351726,0.0000701105,0.9720625,0.00002731201,0.00002593814,0.0003802756,0.0001205023,0.0002404049,0.007854198,0.00005600828,0.0002018007,0.01660921],"study_design_scores_gemma":[0.00009186237,0.001719694,0.983128,0.00002290005,0.000114679,0.001796074,0.0003889835,0.00371668,0.007094091,0.0001987845,0.001714325,0.00001394978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970475,0.0005802673,0.0005736522,0.0001557861,0.00002280218,0.00001430311,0.000377608,0.0000140521,0.001214087],"genre_scores_gemma":[0.9991043,0.00008886521,0.0003708387,0.00004407785,0.00001397992,0.00001286476,0.0001493066,0.000003646449,0.0002121783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001499755,"threshold_uncertainty_score":0.005017161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881260892706328,"score_gpt":0.3444007915983315,"score_spread":0.2855881826712682,"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."}}