{"id":"W4405510188","doi":"10.1097/ju.0000000000004352","title":"Reply by Authors","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; Université Laval; Centre hospitalier de l'Université Laval; McGill University Health Centre; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine","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":[0.00508554,0.001014124,0.002063668,0.001467951,0.00465965,0.007480517,0.002859864,0.05715236,0.01709097],"category_scores_gemma":[0.05222654,0.001168,0.001982439,0.001280771,0.003436921,0.005571961,0.004317723,0.05200836,0.01639703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004334203,"about_ca_system_score_gemma":0.008287338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005528206,"about_ca_topic_score_gemma":0.008147986,"domain_scores_codex":[0.9945827,0.001191832,0.0007566486,0.0008463623,0.001544559,0.001077913],"domain_scores_gemma":[0.9778873,0.008530642,0.001578128,0.0007922472,0.00757413,0.003637509],"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":[0.00002280204,0.000006939745,0.0003744362,0.00004175746,0.00001525532,0.0002622003,0.00009519159,0.00001583002,0.00003838474,0.0005469374,0.9966639,0.001916381],"study_design_scores_gemma":[0.00005841376,0.0000299235,0.001188654,0.0003414329,0.00005437424,0.0009116798,0.0009764135,0.00009499717,0.0001804117,0.0023974,0.993683,0.00008324977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001886983,0.001739407,0.00004929281,0.9128266,0.08388638,0.000009563077,0.00005752174,0.00001888739,0.001223599],"genre_scores_gemma":[0.001134225,0.0007476968,0.00005786063,0.9609569,0.03115443,0.00002504282,0.00002790363,0.00001707492,0.005878823],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05715236,"threshold_uncertainty_score":0.05717504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077365096444894,"score_gpt":0.2942746065276846,"score_spread":0.2835009555632356,"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."}}