{"id":"W4226516217","doi":"10.1097/cej.0000000000000689","title":"Race/ethnicity and advanced stage of renal cell carcinoma in adults: results from surveillance, epidemiology, and end results program 2007–2015","year":2021,"lang":"en","type":"article","venue":"European Journal of Cancer Prevention","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Odds ratio; Pacific islanders; Stage (stratigraphy); Confidence interval; Surveillance, Epidemiology, and End Results; Epidemiology; Renal cell carcinoma; Logistic regression; Chromophobe cell; Internal medicine; Ethnic group; Demography; Oncology; Clear cell; Cancer registry; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002779495,0.0002003754,0.0007075949,0.0001327697,0.00002984169,0.000009719582,0.00008017176,0.0000549472,0.00004041755],"category_scores_gemma":[0.000741708,0.0001659986,0.0001350657,0.0001837881,0.000128621,0.0001357921,0.00007766276,0.0003738872,0.000001223917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298703,"about_ca_system_score_gemma":0.0001993005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915679,"about_ca_topic_score_gemma":0.0003594633,"domain_scores_codex":[0.9959165,0.001683275,0.001490295,0.0003980442,0.0002627817,0.0002490456],"domain_scores_gemma":[0.9974911,0.0003302524,0.001303402,0.0002862921,0.0003752042,0.0002137541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05534581,0.001848395,0.4105021,0.001081523,0.0004619561,0.00518967,0.002872529,0.001039252,0.03392354,0.000009931917,0.003901853,0.4838234],"study_design_scores_gemma":[0.01930555,0.002399513,0.9612333,0.00121407,0.0001018341,0.0001007185,0.0002483127,0.0001168292,0.0104812,0.00003251832,0.004627442,0.000138716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688098,0.02748436,0.00007154502,0.0007337491,0.000186908,0.000370847,0.0002200407,0.00000915594,0.002113595],"genre_scores_gemma":[0.9880363,0.005317281,0.005223021,0.00004539113,0.0002115217,0.000004419578,0.00009632841,0.00002597695,0.001039763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5507311,"threshold_uncertainty_score":0.6769228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100018674769915,"score_gpt":0.3237940271310052,"score_spread":0.292793840383306,"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."}}