{"id":"W4410849509","doi":"10.1200/go-25-00098","title":"Projected Prostate Cancer Incidence in the Middle East by 2050: Socioeconomic Disparities and Future Implications","year":2025,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Socioeconomic status; Incidence (geometry); Prostate cancer; Demography; Medicine; Middle East; Cancer; Geography; Environmental health; Population; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009183451,0.0001145378,0.0002464082,0.00002825757,0.00008567405,0.00002143657,0.00008363091,0.00009798125,0.00002550034],"category_scores_gemma":[0.00001172768,0.00007805785,0.00003194688,0.0001628536,0.0001457186,0.00005474437,0.00004538133,0.0001255513,0.000005983186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009855774,"about_ca_system_score_gemma":0.0004602299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051327,"about_ca_topic_score_gemma":0.003898673,"domain_scores_codex":[0.9992309,0.00005618497,0.0001976917,0.0002462151,0.00004737353,0.0002216061],"domain_scores_gemma":[0.999617,0.0000587783,0.00006522329,0.0001641844,0.00004975264,0.00004506885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001688682,0.0003921258,0.8668981,0.00008201383,0.00009313151,0.00001617229,0.001156953,0.000001455106,0.00005957379,0.007335724,0.0761013,0.04769456],"study_design_scores_gemma":[0.001527471,0.0002672385,0.7851755,0.00005460481,0.00008961996,0.00002499991,0.001366322,0.00001310858,0.00001851007,0.001305802,0.2100869,0.0000699229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8307787,0.01152947,0.000001605524,0.1517117,0.00019743,0.001017656,0.0003454793,0.00002256381,0.004395393],"genre_scores_gemma":[0.9823338,0.007683672,0.00007768434,0.007789069,0.0001084019,0.001633328,0.00009955236,0.000004781989,0.0002697533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151555,"threshold_uncertainty_score":0.3183106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047957097566501,"score_gpt":0.3293606144704463,"score_spread":0.3088810434947813,"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."}}