{"id":"W2016655576","doi":"10.1007/s13277-012-0443-y","title":"DNA methylation of circulating DNA: a marker for monitoring efficacy of neoadjuvant chemotherapy in breast cancer patients","year":2012,"lang":"en","type":"article","venue":"Tumor Biology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Breast cancer; GSTP1; Chemotherapy; Oncology; Medicine; DNA methylation; Internal medicine; Methylation; Cancer; Gene; Biology; Gene expression","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002912425,0.0001077963,0.0002024938,0.00006263137,0.00002003194,0.000001746988,0.00007641328,0.000104707,0.00000968786],"category_scores_gemma":[0.00007791704,0.0001005644,0.00007228495,0.00008357154,0.00004350592,0.000004207209,0.00003154633,0.00003743714,2.723135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001911217,"about_ca_system_score_gemma":0.00002757556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005979735,"about_ca_topic_score_gemma":0.00000394473,"domain_scores_codex":[0.9991482,0.00006661619,0.0003368043,0.0001738316,0.00005185135,0.0002226855],"domain_scores_gemma":[0.9994147,0.00004668516,0.0002431472,0.000142145,0.0001163667,0.00003690575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009610457,0.00007858362,0.4619133,0.00001709775,0.00001543865,1.756321e-8,0.00005233625,0.0000270064,0.5291612,0.00001433955,0.000001291045,0.008623291],"study_design_scores_gemma":[0.0007966266,0.00008570662,0.5489721,0.00001492207,0.000007164829,2.214487e-7,0.00001138342,0.00003666656,0.4498523,0.00003876338,0.0001200757,0.00006407488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978326,0.001026178,0.0004975345,0.00002883304,0.0002387282,0.0002675445,0.00005711805,0.000003033814,0.00004845779],"genre_scores_gemma":[0.9987488,0.0001177976,0.0007547638,0.00001343448,0.0002211896,0.00003339552,0.00008664175,0.00001729459,0.000006665185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08705881,"threshold_uncertainty_score":0.4100896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455691151973121,"score_gpt":0.2999887019493197,"score_spread":0.2854317904295885,"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."}}