{"id":"W2598081978","doi":"10.1016/j.eururo.2017.03.007","title":"Clinical Outcomes from Androgen Signaling–directed Therapy after Treatment with Abiraterone Acetate and Prednisone in Patients with Metastatic Castration-resistant Prostate Cancer: Post Hoc Analysis of COU-AA-302","year":2017,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Abiraterone acetate; Enzalutamide; Prednisone; Medicine; Prostate cancer; Internal medicine; Oncology; Urology; Pharmacology; Androgen deprivation therapy; Cancer; Androgen receptor","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":[0.0002307668,0.0002623019,0.0008466858,0.0001980402,0.00009614278,0.0000436492,0.00009832421,0.00003669026,0.0001124605],"category_scores_gemma":[0.00002111066,0.0001454122,0.00008424357,0.0001527253,0.0004158513,0.00009435942,0.00003840987,0.0001266889,0.000003754246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005845024,"about_ca_system_score_gemma":0.0001418585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009254462,"about_ca_topic_score_gemma":0.001944853,"domain_scores_codex":[0.9980996,0.0003969838,0.0004598304,0.0004988312,0.0002406002,0.0003041508],"domain_scores_gemma":[0.9986828,0.0001218824,0.0003311001,0.0004980789,0.0002177748,0.0001483889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0422051,0.0007103041,0.9400357,0.00001349698,0.005455952,0.0004718309,0.001037942,0.00002820803,0.0004693707,4.102816e-7,0.000003186307,0.009568485],"study_design_scores_gemma":[0.02439797,0.01143246,0.9617609,0.00003171013,0.001803167,0.000001259411,0.00003981458,0.00008098671,0.0002158102,0.000001886756,0.00009795785,0.0001360205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964684,0.001348748,0.000002755183,0.0005535153,0.00002809153,0.0009621861,0.0005435388,0.00002308969,0.00006964684],"genre_scores_gemma":[0.9977985,0.001083968,0.0003360509,0.0001375866,0.00001682948,0.00007438883,0.000309613,0.00004003896,0.0002030407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172525,"threshold_uncertainty_score":0.5929736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572552789192894,"score_gpt":0.3270939376364547,"score_spread":0.2913684097445257,"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."}}