{"id":"W2126431730","doi":"10.1016/j.eururo.2004.06.004","title":"DD3 RNA Analysis in Urine ? A New Perspective for Detecting Prostate Cancer","year":2004,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":284,"is_retracted":false,"has_abstract":false,"ca_institutions":"DiagnoCure (Canada)","funders":"","keywords":"Prostate cancer; Medicine; Prostate; Urine; PCA3; Rectal examination; Prostate biopsy; Urology; Urinalysis; Cancer; Internal medicine","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":[0.0001627791,0.0001443089,0.0003225374,0.0002453061,0.00004404746,0.00001009047,0.0000578426,0.00002618052,0.00006570407],"category_scores_gemma":[0.0001041516,0.0001230148,0.0001390492,0.000446947,0.00003779447,0.00003377535,0.00003593202,0.0001347147,0.0000239211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003844639,"about_ca_system_score_gemma":0.0001531664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387627,"about_ca_topic_score_gemma":0.001373703,"domain_scores_codex":[0.9989389,0.0000555178,0.0002168251,0.0003976439,0.00007156578,0.0003196186],"domain_scores_gemma":[0.9994631,0.00005203481,0.00008396875,0.0001953972,0.00008042422,0.0001250583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008503716,0.002884728,0.6628991,0.0002392233,0.01056461,0.008850405,0.04271225,0.05159062,0.007750303,0.00690179,0.002059337,0.195044],"study_design_scores_gemma":[0.02794484,0.006140276,0.9271542,0.000103307,0.004012328,0.000125179,0.001005175,0.0003374317,0.006630308,0.002671154,0.02330558,0.0005701687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755972,0.003872111,0.0007086234,0.01339286,0.0001298048,0.0008586413,0.00002668559,0.0000689621,0.005345092],"genre_scores_gemma":[0.9966303,0.0004003184,0.0007504926,0.00145296,0.000207408,0.00008332226,0.00001482747,0.00003532425,0.0004250384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2642552,"threshold_uncertainty_score":0.5016398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866414180793126,"score_gpt":0.2993525700378679,"score_spread":0.2806884282299367,"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."}}