{"id":"W2132226869","doi":"10.1016/j.urology.2004.07.017","title":"Prostatitis and prostate cancer: Implications for prostate cancer screening","year":2004,"lang":"en","type":"review","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Institutes of Health","keywords":"Medicine; Prostatitis; Prostate cancer; Asymptomatic; Prostate; Prostate-specific antigen; Prostate cancer screening; Cancer; Prostatic Diseases; Urology; PCA3; Prostate biopsy; Biopsy; Gynecology; Internal medicine; Oncology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001196089,0.0005635496,0.001796258,0.0002112619,0.0001994717,0.00004159473,0.0001106856,0.0003092526,0.00005286079],"category_scores_gemma":[0.00004425363,0.0004417152,0.0002945361,0.00025897,0.0002065515,0.00006947175,0.0000843472,0.0003374602,0.000007654859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004382321,"about_ca_system_score_gemma":0.001510081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005594513,"about_ca_topic_score_gemma":0.000265042,"domain_scores_codex":[0.9975842,0.00005146793,0.0006483076,0.0009285168,0.0001080843,0.0006794533],"domain_scores_gemma":[0.9984562,0.0001913958,0.0004572015,0.0004183134,0.0002082316,0.0002686383],"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":[0.00008716364,0.0001050814,0.002037826,0.01647142,0.0006906624,0.00002319023,0.0001924498,0.00001273393,7.217043e-7,0.0004656314,0.001478328,0.9784348],"study_design_scores_gemma":[0.002192887,0.001067526,0.0008887569,0.006797144,0.003659549,0.0001668869,0.000006594977,0.000006204536,0.000003675015,0.0004932549,0.9843496,0.0003679252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004062051,0.9795399,0.0001043996,0.007068784,0.0002483314,0.008219291,0.00461187,0.00009613036,0.00007066824],"genre_scores_gemma":[0.00009794872,0.9640594,0.0007613077,0.0007297375,0.0002338779,0.03204729,0.001173206,0.000140689,0.0007565396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9828713,"threshold_uncertainty_score":0.9998035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092134340774474,"score_gpt":0.38379542029646,"score_spread":0.3328740768887152,"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."}}