{"id":"W3160766234","doi":"10.1111/iju.14595","title":"Life expectancy in metastatic prostate cancer patients according to racial/ethnic groups","year":2021,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Life expectancy; Demography; Ethnic group; Poisson regression; Epidemiology; Prostate cancer; Mortality rate; Gerontology; Cancer; Internal medicine; Population; Environmental health","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":[0.0001276336,0.0001042793,0.0003207635,0.000261885,0.00001336492,0.00001596557,0.0001147787,0.00003124403,0.0002074426],"category_scores_gemma":[0.0005919015,0.00008770796,0.0001034745,0.0001753866,0.00001875758,0.000118493,0.00005979092,0.0001832048,0.00001245324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138346,"about_ca_system_score_gemma":0.0004948804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002516109,"about_ca_topic_score_gemma":0.00009612435,"domain_scores_codex":[0.9987435,0.00006418418,0.0005097997,0.0001584599,0.0003455003,0.0001785371],"domain_scores_gemma":[0.9986512,0.0001001127,0.0002388999,0.000074437,0.0007354509,0.0001998891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001848964,0.001602252,0.9365751,0.00002051889,0.0008955059,0.003301794,0.002654564,0.0005994178,0.001494889,0.0002450682,0.001173999,0.04958795],"study_design_scores_gemma":[0.01696328,0.003370412,0.9549473,0.0004634871,0.0003751793,0.0005516884,0.001002803,0.0001066712,0.005372972,0.001543013,0.01501547,0.0002877086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775923,0.004879727,0.00009018603,0.01557889,0.001547893,0.0001595779,0.00002271449,0.00000443602,0.0001242167],"genre_scores_gemma":[0.9920962,0.001793604,0.0004274839,0.005305977,0.0002633632,0.0000428362,0.00001396602,0.00001404135,0.00004253956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04930024,"threshold_uncertainty_score":0.3576627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763877561663492,"score_gpt":0.3516237791388486,"score_spread":0.3239850035222137,"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."}}