{"id":"W4295693297","doi":"10.1016/j.clon.2022.08.031","title":"Trial Participation is Not Associated with Better Biochemical Recurrence-free Survival in a Large Cohort of External Beam Radiotherapy-Treated Intermediate- and High-Risk Prostate Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hazard ratio; Prostate cancer; Confidence interval; Proportional hazards model; Internal medicine; External beam radiotherapy; Population; Cohort; Biochemical recurrence; Radiation therapy; Relative risk; Oncology; Inverse probability weighting; Cancer; Clinical trial; Surgery; Prostatectomy; Propensity score matching","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002341384,0.000185784,0.0007290106,0.0002556262,0.0006776262,0.001440705,0.0004865693,0.0009919698,0.004668935],"category_scores_gemma":[0.01044779,0.0002055675,0.0009167228,0.0007786642,0.0004970434,0.0008668061,0.0004762954,0.001061731,0.0004143315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955794,"about_ca_system_score_gemma":0.0007254985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000903458,"about_ca_topic_score_gemma":0.001488545,"domain_scores_codex":[0.9978544,0.001155762,0.0001774878,0.0003111974,0.0001698082,0.000331314],"domain_scores_gemma":[0.9934061,0.002225032,0.002339648,0.0006490351,0.0001932411,0.00118689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0217816,0.0005043396,0.9600546,0.0001139671,0.001128813,0.0002302168,0.0001939289,0.000146987,0.001108189,0.0002105275,0.001784253,0.01274257],"study_design_scores_gemma":[0.001168425,0.002353664,0.9919223,0.00004343292,0.0006823983,0.0004244869,0.0002682287,0.0003443121,0.0001774011,0.0005936757,0.00199878,0.0000229488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957238,0.00112434,0.0001306039,0.0005484477,0.00009730539,0.00003069773,0.0004552141,0.00001084387,0.001878704],"genre_scores_gemma":[0.9988919,0.0001123817,0.00003428141,0.0002207052,0.00005151641,0.00002084029,0.0002982182,0.000008469673,0.000361781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004668935,"threshold_uncertainty_score":0.0156191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0383552771963685,"score_gpt":0.3778132204812237,"score_spread":0.3394579432848552,"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."}}