{"id":"W4410018686","doi":"10.5489/cuaj.9228","title":"Summary of changes in the 2025 Canadian Urological Association–Canadian Urologic Oncology Group Guideline on metastatic castration-naive and castration-sensitive prostate cancer","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"","keywords":"Prostate cancer; Guideline; Medicine; Oncology; Castration; Internal medicine; Urology; Gynecology; Cancer; Pathology; Hormone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008599589,0.000915592,0.001926122,0.004008499,0.002156599,0.004302255,0.004416937,0.005351318,0.01353682],"category_scores_gemma":[0.02974702,0.000830318,0.003342332,0.007252639,0.0009804164,0.001547728,0.00122745,0.006956812,0.004293148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0340172,"about_ca_system_score_gemma":0.08634254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.789427,"about_ca_topic_score_gemma":0.9043165,"domain_scores_codex":[0.9881395,0.001159937,0.001718643,0.0006008233,0.006959931,0.001421116],"domain_scores_gemma":[0.9539087,0.00220756,0.002694078,0.0002606688,0.03634167,0.004587321],"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":[0.00006141578,0.00001785712,0.001262296,0.0008826251,0.00006613686,0.00005167044,0.00004906688,0.0002925873,0.00007729109,0.000756532,0.9733348,0.02314772],"study_design_scores_gemma":[0.0001572749,0.00006094899,0.02459136,0.00430551,0.0003030316,0.0001643534,0.0002405848,0.0004034301,0.0001784517,0.0004652886,0.9690316,0.00009807392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004986318,0.1129293,0.003665284,0.5108382,0.09453194,0.001889321,0.1434349,0.001064534,0.1266602],"genre_scores_gemma":[0.05745201,0.1690817,0.02951983,0.4082297,0.02850513,0.002332671,0.2223139,0.0007438471,0.08182123],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.210573,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436735597230198,"score_gpt":0.3264092565121274,"score_spread":0.2920419005398254,"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."}}