{"id":"W4414492539","doi":"10.1097/ju.0000000000004776","title":"Reply by Authors","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Sunnybrook Health Science Centre; University of Alberta; Alberta University of the Arts; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Juravinski Cancer Centre; University of Ottawa; McGill University Health Centre; McMaster University; Alberta Health Services; Dalhousie University; Windsor Regional Hospital; Health Sciences Centre; University Health Network; Ottawa Hospital","funders":"","keywords":"","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":[0.005184777,0.0009711281,0.001991717,0.001595247,0.004602983,0.007285504,0.002835373,0.05331412,0.01572406],"category_scores_gemma":[0.05370304,0.001117999,0.001739977,0.00145378,0.003456773,0.005760642,0.004225655,0.04642063,0.01443372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004177861,"about_ca_system_score_gemma":0.008092727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005638357,"about_ca_topic_score_gemma":0.007869179,"domain_scores_codex":[0.9946246,0.001191154,0.0007878041,0.0008407617,0.001493815,0.001061845],"domain_scores_gemma":[0.9769661,0.009315027,0.001679744,0.0008083925,0.007536344,0.003694332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002303336,0.000006902657,0.0004943002,0.00004657159,0.00001533922,0.0002939516,0.0001165121,0.00001515085,0.00003914976,0.0005378543,0.9965451,0.001866055],"study_design_scores_gemma":[0.00006121512,0.00003250816,0.001566128,0.000392352,0.00005987462,0.001111816,0.00139433,0.00009911096,0.0002106656,0.002525907,0.9924548,0.00009132776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002342157,0.00162822,0.00004507464,0.9232291,0.07368779,0.000009323063,0.0000651995,0.00001788812,0.001083116],"genre_scores_gemma":[0.001208886,0.0006968653,0.00005456499,0.9662543,0.02669813,0.00002455659,0.00002838797,0.0000159346,0.005018462],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05331412,"threshold_uncertainty_score":0.05260223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242811333507764,"score_gpt":0.3060522341999163,"score_spread":0.2936241208648386,"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."}}