{"id":"W2236561288","doi":"10.1016/j.ebiom.2016.01.013","title":"Circulating Tumor DNA: A Potential Novel Diagnostic Approach in Gestational Trophoblastic Neoplasia","year":2016,"lang":"en","type":"letter","venue":"EBioMedicine","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Gestational trophoblastic neoplasia; Medicine; DNA; Obstetrics; Cancer research; Bioinformatics; Biology; Pathology; Genetics; Choriocarcinoma","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":[0.0007504849,0.0004834673,0.000673384,0.001248765,0.000511034,0.001271207,0.0007763999,0.005710884,0.002135878],"category_scores_gemma":[0.005168824,0.0002782479,0.0004619915,0.0005306463,0.001286228,0.001893673,0.0005034954,0.004869076,0.001632547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155818,"about_ca_system_score_gemma":0.0004974884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005662674,"about_ca_topic_score_gemma":0.0005997959,"domain_scores_codex":[0.9994497,0.0001880771,0.00007243679,0.00008308579,0.000129193,0.00007759218],"domain_scores_gemma":[0.9983062,0.001078763,0.0001415794,0.00008902205,0.0002501654,0.000134248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000810535,0.0002391326,0.04030525,0.001222934,0.00006895653,0.4187599,0.0007228989,0.000681176,0.01674753,0.01852142,0.1288042,0.373116],"study_design_scores_gemma":[0.0001582369,0.0004324621,0.007337611,0.001028824,0.0001466233,0.7050405,0.0007890338,0.003924139,0.008372379,0.02357212,0.2491366,0.00006135571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0793562,0.1646101,0.02436337,0.6597559,0.01984006,0.0003533566,0.00040565,0.0005532234,0.05076219],"genre_scores_gemma":[0.601634,0.09502942,0.02264522,0.1884004,0.07273926,0.0003240703,0.0005644265,0.0001036347,0.0185595],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005710884,"threshold_uncertainty_score":0.008386135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398900272378639,"score_gpt":0.245193715890429,"score_spread":0.2312047131666426,"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."}}