{"id":"W3205908104","doi":"10.1002/pros.24253","title":"Cancer‐specific survival after radical prostatectomy versus external beam radiotherapy in high‐risk and very high‐risk African American prostate cancer patients","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Hazard ratio; Prostatectomy; Prostate cancer; Confidence interval; Proportional hazards model; Propensity score matching; Urology; Lower risk; Cancer; Relative risk; External beam radiotherapy; Gynecology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003965802,0.0006186797,0.0009708803,0.0001693574,0.0002610475,0.0001602446,0.0001892759,0.00009265728,0.0002186094],"category_scores_gemma":[0.00006084636,0.0004394144,0.0001631454,0.0008408343,0.0007624007,0.000210727,0.0001648772,0.000770809,0.00001310846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060387,"about_ca_system_score_gemma":0.0005174961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141709,"about_ca_topic_score_gemma":0.001940651,"domain_scores_codex":[0.9960376,0.0004047865,0.0006943786,0.001082722,0.000738516,0.001041983],"domain_scores_gemma":[0.9978598,0.0003108365,0.0004668815,0.0006794354,0.0002672035,0.0004158568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01253477,0.0008043636,0.8484582,0.00009514986,0.0004960643,0.0003732569,0.003706213,0.0001309555,0.0003542148,0.00002653952,0.0002809208,0.1327393],"study_design_scores_gemma":[0.02182167,0.001970495,0.9568573,0.0004519509,0.0003872306,0.00001081457,0.0004851638,0.00006657715,0.006137683,0.0002144074,0.01102055,0.0005762017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749052,0.01763237,0.00001548902,0.002221135,0.001071526,0.002270648,0.001754664,0.00009114389,0.00003784003],"genre_scores_gemma":[0.8669183,0.129245,0.0003881497,0.0003442677,0.0002983985,0.002315871,0.000112937,0.000118612,0.0002584066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321631,"threshold_uncertainty_score":0.9998057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009293572273049023,"score_gpt":0.2589877329983593,"score_spread":0.2496941607253102,"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."}}