{"id":"W2801612425","doi":"10.1016/j.euo.2018.04.013","title":"Increase in the Annual Rate of Newly Diagnosed Metastatic Prostate Cancer: A Contemporary Analysis of the Surveillance, Epidemiology and End Results Database","year":2018,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Rochester Epidemiology Project; Epidemiology; Surveillance, Epidemiology, and End Results; Odds ratio; Confidence interval; Cohort; Incidence (geometry); Internal medicine; Population; Logistic regression; Cancer; Prostate; Cancer registry","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":[0.006751393,0.0001772566,0.0009590067,0.0003555879,0.00007835618,0.000002428887,0.0002976321,0.00006354554,0.0000396009],"category_scores_gemma":[0.002559958,0.00009347078,0.0001158112,0.001003129,0.002355727,0.00005018966,0.0002314354,0.0003505558,0.000004624456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004462154,"about_ca_system_score_gemma":0.0004939824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002478195,"about_ca_topic_score_gemma":0.003075238,"domain_scores_codex":[0.9896074,0.008653962,0.0008105802,0.0004326365,0.0001128413,0.0003825748],"domain_scores_gemma":[0.9944896,0.004050379,0.0005195928,0.0006086846,0.0002309399,0.0001007842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01544275,0.0006661928,0.9560918,0.00007936102,0.001973104,0.001082822,0.006470443,0.00004572317,0.001014731,0.0003005649,0.0099813,0.006851239],"study_design_scores_gemma":[0.008859992,0.00287873,0.9643623,0.00001926165,0.0006954462,0.00004647528,0.000573442,0.0002596737,0.00009571823,0.00006975722,0.02205509,0.0000841766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751161,0.003052093,0.00000786119,0.01264351,0.0001227584,0.000805977,0.001259827,0.00001074247,0.00698107],"genre_scores_gemma":[0.9946746,0.001541667,0.0000873233,0.003125575,0.000073379,0.00004229743,0.0002187767,0.00001610337,0.0002202864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01955843,"threshold_uncertainty_score":0.8679776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876208115487862,"score_gpt":0.3700803222686943,"score_spread":0.3113182411138156,"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."}}