{"id":"W3032708276","doi":"10.1200/jco.2020.38.15_suppl.e17608","title":"Is prostate brachytherapy a dying art? Evidence of increasing utilization in Ontario, Canada.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Regional Cancer Foundation; Health Sciences Centre; Western University; Sunnybrook Health Science Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Prostatectomy; Brachytherapy; Prostate cancer; Urology; Logistic regression; Prostate; Gynecology; Internal medicine; Cancer; Radiation therapy","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":[0.001195447,0.0002176131,0.0004765545,0.001708708,0.002369607,0.001550321,0.001543465,0.0005804697,0.004885758],"category_scores_gemma":[0.00663849,0.0004718875,0.0009689739,0.008037988,0.0009333716,0.0005536816,0.0008850666,0.0008381458,0.0002683073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05410585,"about_ca_system_score_gemma":0.1090611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979222,"about_ca_topic_score_gemma":0.9989282,"domain_scores_codex":[0.997917,0.0001723966,0.0001766705,0.0002176821,0.00100945,0.0005067893],"domain_scores_gemma":[0.9892231,0.0007897592,0.003493202,0.0002358943,0.004669505,0.001588594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001676603,0.00003898633,0.9469043,0.0008959522,0.0001724517,0.0001958873,0.001599814,0.0001796254,0.000137226,0.0005982512,0.01702883,0.03208099],"study_design_scores_gemma":[0.00002441807,0.00002195465,0.989954,0.0006749836,0.0001055917,0.0001094621,0.001554589,0.0002804391,0.00004713358,0.00006231401,0.007144692,0.00002040185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8198807,0.07220262,0.0006268555,0.03163629,0.0003215596,0.0002390476,0.04365895,0.00008737126,0.03134676],"genre_scores_gemma":[0.9731852,0.01802465,0.0004170589,0.001766184,0.00007586258,0.00005587993,0.003858671,0.00002583961,0.002590678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05410585,"threshold_uncertainty_score":0.3925672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2734200844066182,"score_gpt":0.4698676477899788,"score_spread":0.1964475633833606,"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."}}