{"id":"W3178830572","doi":"10.1158/1538-7445.am2021-2528","title":"Abstract 2528: Rurality and neighborhood socioeconomic deprivation associated with patient-reported outcomes andsurvivalin men with prostate cancer in NRG RTOG 0415","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University; McMaster University; Western University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Rurality; Socioeconomic status; Quality of life (healthcare); Oncology; Cancer; Internal medicine; Gerontology; Demography; Rural area; Environmental health; Population; Pathology","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":[0.0007653382,0.0001264056,0.0003516251,0.0001580989,0.0001967938,0.0002882979,0.0001752254,0.0001726162,0.002178328],"category_scores_gemma":[0.001468176,0.00008788365,0.0005061754,0.0003556576,0.0001768293,0.0001786465,0.0003222377,0.000350453,0.00009449217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278188,"about_ca_system_score_gemma":0.0002656355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002956709,"about_ca_topic_score_gemma":0.003866079,"domain_scores_codex":[0.9995611,0.0002383813,0.00002712028,0.00006280353,0.00005420295,0.00005626489],"domain_scores_gemma":[0.9991577,0.000229654,0.000360585,0.00003951765,0.00004980486,0.000162873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007637864,0.0002896745,0.9846006,0.00005495455,0.0004589104,0.000034213,0.00006003046,0.0002989576,0.0004379312,0.00002341994,0.0005390256,0.005564569],"study_design_scores_gemma":[0.0003535969,0.001691284,0.9965956,0.000008991832,0.0001954185,0.00005512074,0.00006146958,0.0004768456,0.0001370669,0.0000362301,0.0003838557,0.000004585567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991659,0.000226936,0.0000346032,0.00005263546,0.000004598095,0.00001267276,0.0003197507,0.000001282044,0.0001815886],"genre_scores_gemma":[0.9996307,0.00002525744,0.00002285986,0.00002138986,0.000006140162,0.000009339389,0.0002103046,6.302251e-7,0.00007334344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002956709,"threshold_uncertainty_score":0.007287264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076356215060309,"score_gpt":0.4136578125175429,"score_spread":0.306022191011512,"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."}}