{"id":"W3173235293","doi":"10.5489/cuaj.7173","title":"Incidence and mortality trends of metastatic prostate cancer: Surveillance, Epidemiology, and End Results database analysis","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Medicine; Incidence (geometry); Epidemiology; Cancer; Prostate; Confidence interval; Mortality rate; Oncology; Internal medicine; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001784942,0.0001241824,0.0006490259,0.0002144354,0.0001243381,0.00002423759,0.00003795187,0.0000796196,0.0001598424],"category_scores_gemma":[0.002219871,0.00009548532,0.0001106093,0.0005965278,0.00009205335,0.00007894465,0.00002483854,0.0002547913,4.920648e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004238827,"about_ca_system_score_gemma":0.0005120144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008848047,"about_ca_topic_score_gemma":0.03085178,"domain_scores_codex":[0.9981795,0.0004366345,0.0005559939,0.0002981756,0.0001873262,0.0003423725],"domain_scores_gemma":[0.9977885,0.0006282956,0.0004712222,0.000141715,0.0003216472,0.0006485616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005654135,0.0000386147,0.9898221,0.00001279049,0.001231786,0.0002193598,0.00008024232,0.0000507316,0.00002225625,0.00007854613,0.0009002163,0.007486849],"study_design_scores_gemma":[0.00118604,0.0001722833,0.9937961,0.00001822462,0.0009698978,0.00008106392,0.0000437786,0.0002640387,0.00003836636,0.000339851,0.003009147,0.0000811973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96677,0.006826535,0.00001374051,0.02403122,0.00007451598,0.00008446852,0.00195153,0.000006141413,0.0002418861],"genre_scores_gemma":[0.9860761,0.0114251,0.000397393,0.001550752,0.00005341164,0.00001448878,0.0003230371,0.000004632513,0.0001550577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248047,"threshold_uncertainty_score":0.9977521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914901911221697,"score_gpt":0.3267760605145091,"score_spread":0.2876270414022922,"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."}}