{"id":"W4318764724","doi":"10.1016/j.ijrobp.2023.01.035","title":"Neighborhood Deprivation and Rurality Associated With Patient-Reported Outcomes and Survival in Men With Prostate Cancer in NRG Oncology RTOG 0415","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Cancer survivorship and care","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McMaster University; Western University; Juravinski Cancer Centre","funders":"National Institute of Nursing Research; National Institute on Minority Health and Health Disparities; NRG Oncology; Flatiron Health; AstraZeneca; American College of Radiation Oncology; National Cancer Institute; National Institutes of Health; Bayer HealthCare; Boston Scientific Corporation","keywords":"Medicine; Rurality; Prostate cancer; Internal medicine; Oncology; Radiation therapy; Rural area; 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":[0.0002355092,0.0001374676,0.0002180366,0.0003689108,0.0004295615,0.00058788,0.0003527965,0.0002776757,0.002771751],"category_scores_gemma":[0.001479466,0.0001507823,0.0004390797,0.0008325609,0.0003023807,0.0003516439,0.0007129086,0.000526832,0.000165779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741937,"about_ca_system_score_gemma":0.0005456793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269773,"about_ca_topic_score_gemma":0.04013159,"domain_scores_codex":[0.9997556,0.00006076071,0.00002182624,0.0000426524,0.00003091455,0.00008833604],"domain_scores_gemma":[0.9990222,0.0001287051,0.0003966356,0.00003613356,0.00006337502,0.000352989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026484,0.00003565843,0.9987884,0.000006422513,0.00005710833,0.00003363218,0.00009063256,0.00006424464,0.00006939576,0.00001725395,0.0001077274,0.0006267815],"study_design_scores_gemma":[0.000003713662,0.00006000833,0.9990299,0.000004111292,0.00002353708,0.0000566083,0.0004864185,0.0001428825,0.00001760609,0.00003011041,0.0001420073,0.000003226528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999178,0.0001407517,0.00002113129,0.00007722542,0.000006148583,0.000002434052,0.0002568575,0.000001685967,0.0003156248],"genre_scores_gemma":[0.9997007,0.00003120304,0.000008369263,0.00001578534,0.000004874045,0.000001408896,0.0001154603,0.000001025241,0.0001211575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0269773,"threshold_uncertainty_score":0.05364054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967965060176297,"score_gpt":0.3287759202256542,"score_spread":0.3090962696238912,"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."}}