{"id":"W2566526255","doi":"10.1038/nrurol.2016.251","title":"The effect of the USPSTF PSA screening recommendation on prostate cancer incidence patterns in the USA","year":2016,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":220,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer screening; Prostate cancer; Incidence (geometry); Overdiagnosis; Gynecology; Cancer; Prostate biopsy; Prostate; Family medicine; Oncology; Internal medicine; Prostate-specific antigen","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":[0.002393152,0.000477479,0.00187504,0.00008852442,0.0001386791,0.00001774559,0.0005411618,0.0004856083,0.00008095713],"category_scores_gemma":[0.0006689045,0.0001402597,0.0006398637,0.0004084211,0.0001204213,0.00003701673,0.0001136815,0.00172715,0.00003113894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243338,"about_ca_system_score_gemma":0.0001635771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007570173,"about_ca_topic_score_gemma":0.0005404221,"domain_scores_codex":[0.9952729,0.002702913,0.0008838923,0.0004898504,0.0002742424,0.0003761585],"domain_scores_gemma":[0.995384,0.0025189,0.001079769,0.0009171711,0.00005562704,0.000044484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000629047,0.00002512802,0.01120528,0.004337714,0.0001101986,0.000008819572,0.00003164258,1.501222e-7,1.469266e-7,0.00004109374,0.00192704,0.9822499],"study_design_scores_gemma":[0.0005042639,0.0007422202,0.003367853,0.02746317,0.0009996039,0.00006047201,0.00000105049,5.776238e-7,0.000006365781,0.00000932671,0.9667272,0.0001178982],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001569928,0.9850341,0.000002771517,0.007491851,0.0006492414,0.006378043,0.0001120323,0.000006378228,0.00016861],"genre_scores_gemma":[0.001170602,0.9926957,0.000005511634,0.002094784,0.0002546344,0.003604436,0.00005986356,0.00003431982,0.00008009074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.982132,"threshold_uncertainty_score":0.7503704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468573645645762,"score_gpt":0.3976280679296608,"score_spread":0.3629423314732032,"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."}}