{"id":"W3213812451","doi":"10.1093/jncics/pkab082","title":"Real-World Use of Androgen-Deprivation Therapy: Intensification Among Older Canadian Men With de Novo Metastatic Prostate Cancer","year":2021,"lang":"en","type":"letter","venue":"JNCI Cancer Spectrum","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Juravinski Cancer Centre; University of British Columbia; Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre; University of Calgary; University of Ottawa; McGill University; University of Alberta; University of Toronto; BC Cancer Agency; Ottawa Hospital; Jewish General Hospital","funders":"","keywords":"Medicine; Androgen deprivation therapy; Prostate cancer; Docetaxel; Abiraterone acetate; Interquartile range; Internal medicine; Population; Oncology; Regimen; Prednisone; Cohort; Randomized controlled trial; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000181292,0.0005036156,0.0008727849,0.0007300152,0.0001302503,0.0001065205,0.0001809184,0.0002691546,0.0007735026],"category_scores_gemma":[0.00002367291,0.0003789423,0.0001629415,0.001024943,0.0002567999,0.0002261491,0.00003398801,0.001176621,0.000005061419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003492147,"about_ca_system_score_gemma":0.007548505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5691137,"about_ca_topic_score_gemma":0.3927379,"domain_scores_codex":[0.9968742,0.0001332226,0.0005037868,0.0007713726,0.0007514278,0.0009659803],"domain_scores_gemma":[0.9978306,0.00007747587,0.0004016789,0.0007658321,0.0006073379,0.0003170238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008569744,0.0001179991,0.5233222,0.00101043,0.002866241,0.002573777,0.001893409,0.00005902589,0.0009871263,0.00002485835,0.4616268,0.004661119],"study_design_scores_gemma":[0.008926391,0.0007668734,0.4300947,0.004564862,0.001831616,0.0001341059,0.0004794154,0.0005215409,0.06239504,0.0001324773,0.4887259,0.001427108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3936301,0.00504641,0.00002733805,0.5940008,0.0003815785,0.003987854,0.001012325,0.0001032874,0.001810299],"genre_scores_gemma":[0.4791242,0.1079108,0.001391387,0.2399314,0.00553856,0.006679581,0.008828037,0.001016956,0.1495791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3540694,"threshold_uncertainty_score":0.9998662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167400206241337,"score_gpt":0.3179605011314767,"score_spread":0.2662864990690634,"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."}}