{"id":"W4407416005","doi":"10.1007/s11912-025-01648-4","title":"Cell-free Tumor DNA: a Promising Technology for Diagnosis, Surveillance and Therapeutic Decision in Urothelial Carcinoma of the Bladder","year":2025,"lang":"en","type":"review","venue":"Current Oncology Reports","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Université Laval","funders":"","keywords":"Medicine; Urothelial carcinoma; Oncology; Cell-free fetal DNA; Cancer research; Internal medicine; Bladder cancer; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006446301,0.0006832025,0.001417293,0.001884912,0.0001595999,0.001018568,0.0007560927,0.0008818221,0.002438245],"category_scores_gemma":[0.0008430881,0.0002404113,0.0004775033,0.001606301,0.0004985969,0.001126336,0.000529154,0.001423629,0.001217015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004390334,"about_ca_system_score_gemma":0.0009570911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076696,"about_ca_topic_score_gemma":0.001853498,"domain_scores_codex":[0.9998017,0.00004350914,0.00002405639,0.00003771224,0.0000781851,0.00001480029],"domain_scores_gemma":[0.9995137,0.0003131329,0.00005815273,0.00001037709,0.00008325127,0.0000212571],"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":[0.00008056607,0.00004423448,0.0002307096,0.01987915,0.0001221552,0.0001393781,0.00003261304,0.0002714247,0.002294542,0.002339,0.01072377,0.9638426],"study_design_scores_gemma":[0.0000440709,0.0002167418,0.001552656,0.007507852,0.0003861592,0.001648663,0.00008560044,0.0001579111,0.002035199,0.002487288,0.9838337,0.00004407443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006728518,0.9992981,0.00009681667,0.0001198155,0.0000956827,0.000002881431,0.0000122922,0.000002374468,0.0003047511],"genre_scores_gemma":[0.0005264421,0.9989208,0.000139762,0.000124765,0.00008519355,0.000003172357,0.00001888371,5.839341e-7,0.0001803713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002438245,"threshold_uncertainty_score":0.008156776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04809905546353031,"score_gpt":0.3868624913836161,"score_spread":0.3387634359200858,"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."}}