{"id":"W4395084982","doi":"10.1016/j.euo.2024.04.004","title":"The State of Intermediate Clinical Endpoints as Surrogates for Overall Survival in Prostate Cancer in 2024","year":2024,"lang":"en","type":"review","venue":"European Urology Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"European Association of Urology; Pfizer","keywords":"Medicine; Prostate cancer; Cancer; Oncology; Prostate; Internal medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004343229,0.0004655633,0.002569907,0.0004914082,0.00004131904,0.00001836756,0.0004348331,0.0002592842,0.00008561572],"category_scores_gemma":[0.0006649741,0.0002697998,0.0005496689,0.0003761888,0.0008824225,0.00003261782,0.0004234581,0.00187018,0.0002684676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000453709,"about_ca_system_score_gemma":0.002245208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007787113,"about_ca_topic_score_gemma":0.001379427,"domain_scores_codex":[0.9934387,0.002833408,0.001860526,0.0008295484,0.0001922031,0.0008456432],"domain_scores_gemma":[0.9960421,0.002776038,0.0004625133,0.0004358059,0.000118073,0.0001654816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002816521,0.0003693432,0.001755881,0.005712804,0.0007835982,0.003016504,0.0003867395,0.000002428362,0.000001042624,0.00008713832,0.003410808,0.9816572],"study_design_scores_gemma":[0.003948573,0.003420635,0.001845033,0.002353346,0.0007784222,0.00007944408,0.00002537981,0.00002340189,8.411085e-7,0.0005050508,0.986823,0.0001968805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004691223,0.9819792,4.18167e-7,0.00110483,0.003414295,0.002940848,0.0003049826,0.00003018769,0.005534005],"genre_scores_gemma":[0.0009243404,0.9825287,0.00001091684,0.0001507597,0.0003697556,0.0005038126,0.0001488907,0.0001364242,0.01522642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9834122,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09682521397665769,"score_gpt":0.4804949331967629,"score_spread":0.3836697192201052,"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."}}