{"id":"W2884963065","doi":"10.1158/1078-0432.ccr-18-1187","title":"Serum Sex Steroids as Prognostic Biomarkers in Patients Receiving Androgen Deprivation Therapy for Recurrent Prostate Cancer: A <i>Post Hoc</i> Analysis of the PR.7 Trial","year":2018,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Queen's University; University of Toronto; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Prostate cancer; Medicine; Androgen deprivation therapy; Internal medicine; Oncology; Androstenediol; Testosterone (patch); Hormonal therapy; Cancer; Proportional hazards model; Biochemical recurrence; Androgen; Cohort; Dehydroepiandrosterone; Endocrinology; Prostatectomy; Hormone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004745645,0.001145641,0.001519732,0.0002500294,0.0004492007,0.0009836574,0.000900369,0.0006423707,0.001592037],"category_scores_gemma":[0.004228376,0.0003762709,0.002914681,0.0003746704,0.0006626014,0.0004552764,0.0004308276,0.001346462,0.0002032653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317906,"about_ca_system_score_gemma":0.003032207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386596,"about_ca_topic_score_gemma":0.02056698,"domain_scores_codex":[0.9974253,0.00154378,0.00009541654,0.0003412191,0.0002565699,0.0003377793],"domain_scores_gemma":[0.9966915,0.001202749,0.000751161,0.0004483206,0.000361052,0.0005452796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7547609,0.00217755,0.2112728,0.0003072839,0.008545336,0.0001303633,0.0001584369,0.0006850539,0.003250885,0.0001336353,0.001922915,0.01665477],"study_design_scores_gemma":[0.146735,0.1184217,0.7077761,0.00007933158,0.01492751,0.0003037606,0.0002335998,0.005071175,0.002341475,0.0002505718,0.003752231,0.0001073942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968084,0.0009993606,0.000201761,0.0001591345,0.00005840478,0.0003867943,0.0006973168,0.00001307518,0.000675729],"genre_scores_gemma":[0.9970192,0.0002207901,0.0003509246,0.0001812253,0.0001366061,0.0002371741,0.001244564,0.00001001471,0.0005996351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386596,"threshold_uncertainty_score":0.02757049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1535565012202698,"score_gpt":0.5071333865013424,"score_spread":0.3535768852810727,"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."}}