{"id":"W4410014449","doi":"10.1016/j.euo.2025.03.001","title":"Association of Deep and Durable Prostate-specific Antigen Responses with Outcomes in Metastatic Hormone-sensitive Prostate Cancer: Insights from ARASENS and ARANOTE Trials","year":2025,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Pharmaceuticals Bayer","keywords":"Medicine; Prostate cancer; Oncology; Prostate-specific antigen; Internal medicine; Prostate; Cancer; Clinical trial; Hormone","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":[0.001171818,0.0002153015,0.001155028,0.0004032817,0.00008545313,0.00001515093,0.00005415596,0.00009516148,0.00001193418],"category_scores_gemma":[0.0005640453,0.0001467413,0.00004592077,0.0002759975,0.0003676187,0.00007152618,0.00007344938,0.0003148839,0.0000052024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105724,"about_ca_system_score_gemma":0.0002951263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002242083,"about_ca_topic_score_gemma":0.000647662,"domain_scores_codex":[0.9960671,0.002387146,0.0005872669,0.0004629685,0.000156982,0.0003385031],"domain_scores_gemma":[0.997106,0.002099655,0.0003454433,0.0001824407,0.0001779721,0.00008850564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07221141,0.000708087,0.813952,0.0001012027,0.002658361,0.003390903,0.009872043,0.00004820662,0.07827566,0.0001624405,0.0007647043,0.01785499],"study_design_scores_gemma":[0.0173183,0.003173708,0.9673585,0.00005375998,0.0004253154,0.00001870298,0.000674593,0.00008146078,0.003581865,0.0002943282,0.006876363,0.0001431006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796928,0.01012166,0.0000253613,0.007412397,0.0001091044,0.001260545,0.0001106058,0.00002693658,0.001240602],"genre_scores_gemma":[0.9861082,0.01134528,0.000386565,0.0004945163,0.00002859425,0.00005048287,0.00006024525,0.00002433567,0.00150174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1534065,"threshold_uncertainty_score":0.5983937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068828306391972,"score_gpt":0.3357745945667909,"score_spread":0.3050863115028712,"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."}}