{"id":"W4392859762","doi":"10.1016/j.eururo.2024.01.019","title":"Prostate-specific Membrane Antigen Positron Emission Tomography–detected Disease Extent and Overall Survival of Patients with High-risk Nonmetastatic Castration-resistant Prostate Cancer: An International Multicenter Retrospective Study","year":2024,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Hazard ratio; Positron emission tomography; Glutamate carboxypeptidase II; Prostate-specific antigen; Proportional hazards model; Oncology; Internal medicine; Confidence interval; Biochemical recurrence; Urology; Cancer; Radiology; Prostatectomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002714065,0.0002434319,0.0002962426,0.0002565999,0.0001025751,0.00006631598,0.0001058826,0.00002341972,0.00008995179],"category_scores_gemma":[0.00002854665,0.0001656557,0.00005198881,0.0002059254,0.0001759672,0.0002023731,0.00007571439,0.0002640285,0.00000448436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023511,"about_ca_system_score_gemma":0.00008849557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001600516,"about_ca_topic_score_gemma":0.00005343526,"domain_scores_codex":[0.9977793,0.0004452707,0.0003455916,0.0006421144,0.0004902732,0.0002975254],"domain_scores_gemma":[0.9990068,0.00004444073,0.0001286445,0.0002793295,0.0002878487,0.0002529521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01830048,0.001344831,0.9663239,0.0001068675,0.00061583,0.0007091632,0.002127942,0.00004109136,0.008213271,0.00001591048,0.00002618223,0.002174548],"study_design_scores_gemma":[0.006761455,0.005094543,0.9865469,0.00008787597,0.0002686522,0.000002123168,0.0001354118,0.0002798402,0.0004325439,0.00001183334,0.0002274456,0.0001514237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959485,0.0008734466,0.00001287798,0.0002534686,0.0002843668,0.001748554,0.0007342257,0.00006827136,0.00007628335],"genre_scores_gemma":[0.9980985,0.0009217703,0.0001026548,0.0000186803,0.00007620874,0.00004591552,0.000464534,0.00005918699,0.0002125378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02022297,"threshold_uncertainty_score":0.6755245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066018317622782,"score_gpt":0.2671901839905229,"score_spread":0.2565300008142951,"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."}}