{"id":"W3140810747","doi":"10.1097/ju.0000000000002072.02","title":"PD50-02 PROSTATE SPECIFIC ANTIGEN DYNAMICS AND PROSTATE CANCER RISK: A POPULATION-BASED STUDY","year":2021,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Logistic regression; Population; Cancer; Prostate; Oncology; Gynecology; Cohort; Retrospective cohort study; Internal medicine; Urology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006614847,0.0004130432,0.0004032725,0.0008662703,0.001057468,0.001134508,0.0009393772,0.0007958148,0.002381366],"category_scores_gemma":[0.001628028,0.0007639108,0.0007895826,0.002577065,0.0007140157,0.0007148127,0.0008832583,0.0009452021,0.0006092329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003224295,"about_ca_system_score_gemma":0.003350416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4773448,"about_ca_topic_score_gemma":0.5901927,"domain_scores_codex":[0.9992282,0.0000860299,0.00005848875,0.0001837057,0.0002888634,0.0001546945],"domain_scores_gemma":[0.9986971,0.0001239039,0.0003733814,0.0001511797,0.0003031403,0.0003513231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007859465,0.00003849132,0.9989128,0.000009581127,0.00006807283,0.00003517898,0.0001003074,0.00001484714,0.0000936131,0.00001242883,0.0002143263,0.0004217365],"study_design_scores_gemma":[0.000022226,0.00007147726,0.9992441,0.000008315395,0.00004384198,0.00008002823,0.0001801836,0.00006811152,0.0000154726,0.000008758299,0.0002515193,0.000005932722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954783,0.0003495257,0.0001092571,0.0001176626,0.000009368107,0.00007898165,0.002523865,0.000008408463,0.001324553],"genre_scores_gemma":[0.997606,0.0002606828,0.00009791103,0.0001076507,0.00001595936,0.00004202599,0.001253903,0.000004756629,0.0006110704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4773448,"threshold_uncertainty_score":0.9491327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368145570128369,"score_gpt":0.2832817663720776,"score_spread":0.2696003106707939,"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."}}