{"id":"W4406674851","doi":"10.1016/j.euf.2025.01.006","title":"Prostate-specific Membrane Antigen–radioguided Surgery in an EMBARK-like Cohort of Patients with Oligorecurrent Hormone-sensitive Prostate Cancer: Delay in Systemic Treatment","year":2025,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Glutamate carboxypeptidase II; Prostate; Oncology; Hormone therapy; Hormone; Cohort; Cancer; Gynecology; Internal medicine; Urology; Breast 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":[0.0006298585,0.0002518597,0.0004184461,0.0005613262,0.0003212494,0.0006604783,0.0003199876,0.0002845071,0.001115789],"category_scores_gemma":[0.001657785,0.0002578667,0.0003621249,0.0006792046,0.0002927453,0.0005043177,0.0006222459,0.0004783428,0.0001988078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067548,"about_ca_system_score_gemma":0.0003126904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335943,"about_ca_topic_score_gemma":0.003146621,"domain_scores_codex":[0.9995253,0.0001033762,0.00005607902,0.0001623734,0.00007274134,0.00008010596],"domain_scores_gemma":[0.9985279,0.0003627488,0.000637095,0.0001493168,0.00008037671,0.0002426299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002814698,0.00003122539,0.9979367,0.000004936506,0.00002970936,0.0002150477,0.00004044923,0.0000777712,0.0003319961,0.00001127648,0.00003711928,0.00100224],"study_design_scores_gemma":[0.0000297369,0.0002862658,0.9974832,0.000004392149,0.00003130045,0.001266855,0.0001900808,0.0003619862,0.0001126512,0.00001796652,0.0002080798,0.00000736313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996853,0.00007530204,0.00003413433,0.000008688798,0.000001324716,0.000003296987,0.0000763861,0.000001042775,0.0001146282],"genre_scores_gemma":[0.9994591,0.00004453696,0.0000432355,0.00001494699,0.000006608158,0.000004697265,0.0003624275,0.000001380415,0.00006317988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002335943,"threshold_uncertainty_score":0.004644752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554368809818535,"score_gpt":0.2691437227560051,"score_spread":0.2536000346578197,"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."}}