{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007034182,0.0002634377,0.0003274098,0.0009649484,0.001215078,0.0008494896,0.0009678303,0.0003622713,0.001020824],"category_scores_gemma":[0.002622596,0.0002100845,0.0005983616,0.002990434,0.0005991766,0.0003414102,0.000540541,0.0006052843,0.00008415527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02190148,"about_ca_system_score_gemma":0.01977466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9739118,"about_ca_topic_score_gemma":0.9835225,"domain_scores_codex":[0.9988738,0.0001069356,0.00008039741,0.0002105618,0.0004455893,0.0002827575],"domain_scores_gemma":[0.9975227,0.0001540647,0.001264395,0.00008943711,0.000571397,0.0003980592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007162133,0.00002311675,0.9953306,0.0000427487,0.00006175786,0.00004153343,0.0002038829,0.0001718937,0.0001049505,0.00005247014,0.0005361128,0.003359394],"study_design_scores_gemma":[0.000006987839,0.00002194371,0.9987445,0.00002210445,0.0000254125,0.00005967848,0.0002528799,0.0002568195,0.00003777489,0.00001401436,0.0005507338,0.000007163477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918503,0.001305692,0.0001137299,0.0004974057,0.00001023628,0.00004869649,0.00482271,0.00001097398,0.001340188],"genre_scores_gemma":[0.9978337,0.0004797999,0.0001600151,0.000123546,0.000009561682,0.00001157707,0.001244719,0.000002228497,0.0001349663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02608824,"threshold_uncertainty_score":0.1589071,"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."}}