{"id":"W4367173202","doi":"10.1200/jco.22.02389","title":"Dose-Escalated Radiation Alone or in Combination With Short-Term Total Androgen Suppression for Intermediate-Risk Prostate Cancer: Patient-Reported Outcomes From NRG/Radiation Therapy Oncology Group 0815 Randomized Trial","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Health Sciences Centre; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Hormonal therapy; Clinical endpoint; Randomized controlled trial; Urology; Radiation therapy; Androgen suppression; Internal medicine; Oncology; Cancer","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":[0.002825613,0.00134815,0.0029273,0.0005452683,0.0003460842,0.001117688,0.001131825,0.00172503,0.005212975],"category_scores_gemma":[0.002336488,0.0004517128,0.002525464,0.0005400486,0.001014704,0.0008060852,0.0005096471,0.002805678,0.0007398902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000777475,"about_ca_system_score_gemma":0.001323634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000952734,"about_ca_topic_score_gemma":0.002869962,"domain_scores_codex":[0.9981048,0.001304586,0.000120135,0.0002098743,0.0001216097,0.0001389858],"domain_scores_gemma":[0.99873,0.0003229651,0.0004260956,0.0000909739,0.00005860002,0.0003713485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9777698,0.003835358,0.0009603655,0.0005654529,0.001404587,0.00002259621,0.00003104778,0.0003933985,0.001059981,0.00009366164,0.0004819989,0.0133818],"study_design_scores_gemma":[0.948399,0.04788352,0.001901659,0.00005677175,0.0007207583,0.00002625393,0.00001150532,0.0002592337,0.0001841713,0.000123164,0.0004247211,0.00000926049],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981478,0.008320723,0.0006192509,0.000981483,0.0005240599,0.004140803,0.001003295,0.0001229218,0.002809463],"genre_scores_gemma":[0.98489,0.002638916,0.00195407,0.002061406,0.0005870531,0.004917583,0.001093288,0.00002000841,0.001837685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005212975,"threshold_uncertainty_score":0.01743913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07489647229290873,"score_gpt":0.4320722149348321,"score_spread":0.3571757426419233,"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."}}