{"id":"W4407807031","doi":"10.1097/upj.0000000000000753","title":"Reply by Authors","year":2025,"lang":"en","type":"article","venue":"Urology Practice","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre; Western University; McMaster University; Public Health Ontario; University Health Network; University of Toronto","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":[0.005433395,0.001007346,0.002054016,0.001505739,0.005013473,0.007750547,0.002952042,0.0608852,0.02032915],"category_scores_gemma":[0.05739632,0.001212935,0.00192188,0.001413081,0.003412547,0.005754651,0.004260055,0.054876,0.01759438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005389969,"about_ca_system_score_gemma":0.009386647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007086993,"about_ca_topic_score_gemma":0.009881726,"domain_scores_codex":[0.9937499,0.001369807,0.0008719909,0.000946308,0.001804682,0.001257356],"domain_scores_gemma":[0.9734542,0.01064863,0.001917646,0.0008471742,0.008986281,0.004146122],"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":[0.00002209863,0.000007004291,0.0003618495,0.00004417018,0.00001492254,0.0002377043,0.0001052788,0.0000167676,0.00003711338,0.000536014,0.9967927,0.001824338],"study_design_scores_gemma":[0.00007109693,0.00003084217,0.001353945,0.0004247901,0.0000585783,0.0007886543,0.001197272,0.000107461,0.0001885885,0.002324554,0.9933633,0.00009084777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001776644,0.001270332,0.00004496157,0.9320726,0.06512867,0.000009734478,0.00005725872,0.00001710854,0.001221536],"genre_scores_gemma":[0.001004399,0.0005877605,0.00004912496,0.9686857,0.02389488,0.00002552902,0.00002488431,0.00001660063,0.005711145],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0608852,"threshold_uncertainty_score":0.06800777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106572084409935,"score_gpt":0.3304394577232805,"score_spread":0.3193737368791812,"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."}}