{"id":"W4390687483","doi":"10.48083/ipco3495","title":"The Role of Circulating Tumor DNA and Cell-Free DNA in the Management of Germ Cell Tumors: A Narrative Review","year":2023,"lang":"en","type":"review","venue":"Société Internationale d’Urologie Journal","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liquid biopsy; Cell-free fetal DNA; Biomarker; Polymerase chain reaction; Biopsy; Medicine; Real-time polymerase chain reaction; Biology; Cancer research; Cancer; Oncology; Pathology; Internal medicine; Gene; Prenatal diagnosis; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00128869,0.0007617304,0.001469263,0.003036436,0.000343988,0.001320563,0.001136685,0.001384837,0.002181309],"category_scores_gemma":[0.003729581,0.0002355503,0.001029431,0.002149429,0.0006457545,0.002074556,0.0007703617,0.001396664,0.0006304717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007223713,"about_ca_system_score_gemma":0.001886577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147553,"about_ca_topic_score_gemma":0.001619211,"domain_scores_codex":[0.999483,0.0001299437,0.0001414455,0.0001000917,0.0001145927,0.00003091877],"domain_scores_gemma":[0.9979236,0.001405586,0.0003104213,0.0000312338,0.0002629439,0.00006632088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000139714,0.00004795524,0.001043315,0.07524914,0.0003090867,0.0006876329,0.0002153063,0.000486577,0.0007045293,0.004006908,0.02750443,0.8896054],"study_design_scores_gemma":[0.00004051495,0.000286703,0.003364896,0.07097818,0.001302156,0.009928821,0.0004416006,0.0004343877,0.0005901807,0.003958979,0.9085949,0.00007874938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001041211,0.9988697,0.0001245653,0.0004725098,0.0001711277,0.000004413755,0.00001352372,0.000003465212,0.0002365999],"genre_scores_gemma":[0.001038042,0.9979208,0.0002118374,0.0003270845,0.0003806731,0.000009551488,0.00002805829,0.000001449227,0.00008245469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003036436,"threshold_uncertainty_score":0.007297218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051225920238649,"score_gpt":0.3298150484908867,"score_spread":0.2993027892885002,"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."}}