{"id":"W2132673209","doi":"10.1097/01.ju.0000165153.83698.42","title":"SCREENING WITH PROSTATE SPECIFIC ANTIGEN AND METASTATIC PROSTATE CANCER RISK: A POPULATION BASED CASE-CONTROL STUDY","year":2005,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada","funders":"","keywords":"Medicine; Prostate-specific antigen; Prostate cancer; Prostate; Oncology; Cancer; Internal medicine; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008331278,0.0001535822,0.0003944231,0.000120089,0.0001392038,0.00001825585,0.00004671367,0.00002114771,0.00005177486],"category_scores_gemma":[0.00002261861,0.00007938236,0.00004376464,0.0001171719,0.00006121242,0.0001071993,0.00001092936,0.0002603793,0.000001138507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006856252,"about_ca_system_score_gemma":0.00008603253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003932773,"about_ca_topic_score_gemma":0.000517129,"domain_scores_codex":[0.9987355,0.0003240667,0.0003814085,0.0001338659,0.000204081,0.0002210447],"domain_scores_gemma":[0.9988745,0.0002200675,0.0005011784,0.0001567067,0.0001397751,0.0001077541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009565325,0.0003904196,0.9224191,0.00001398291,0.0007280927,0.001702031,0.001927768,0.009296545,0.0001037167,0.000001993707,0.00006869886,0.05378229],"study_design_scores_gemma":[0.01295795,0.008146544,0.9695358,0.00004726106,0.001865269,0.003998713,0.0005319544,0.002031285,0.00009362277,0.00002411728,0.0006732684,0.00009422153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987355,0.006656652,0.0005166925,0.004291727,0.00004370086,0.001080012,0.00004058164,0.000008754379,0.000006899838],"genre_scores_gemma":[0.9968663,0.001324302,0.001129216,0.0004894254,0.0001211935,0.00003102257,0.000001927042,0.00002168149,0.00001495436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05368807,"threshold_uncertainty_score":0.3237119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924012719925578,"score_gpt":0.2844330042639182,"score_spread":0.2651928770646624,"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."}}