{"id":"W4247688514","doi":"10.1016/j.juro.2013.02.2361","title":"1942 BASELINE PROSTATE ATROPHY IS ASSOCIATED WITH REDUCED RISK OF PROSTATE CANCER IN MEN UNDERGOING REPEAT PROSTATE BIOPSY: RESULTS FROM THE REDUCE STUDY","year":2013,"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; Prostate biopsy; Biopsy; Dutasteride; Prostate-specific antigen; Urology; Cancer; Gynecology; Atrophy; Internal medicine","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":[0.0009852913,0.0003071407,0.0007714917,0.0006017482,0.0003296674,0.0006239372,0.0005466681,0.0005196329,0.002912907],"category_scores_gemma":[0.003717924,0.0004092941,0.001697425,0.001012054,0.0001740174,0.0003579729,0.0005976469,0.000665637,0.0005324579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694923,"about_ca_system_score_gemma":0.0003139796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004951131,"about_ca_topic_score_gemma":0.009379108,"domain_scores_codex":[0.9992035,0.0002752799,0.0000675949,0.0001167988,0.0002721457,0.00006475442],"domain_scores_gemma":[0.9976305,0.000522069,0.0008565655,0.0003166021,0.0003790926,0.0002952072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003074782,0.0001635361,0.9857032,0.0002366158,0.001884469,0.00007890152,0.0001167949,0.00006792992,0.000443216,0.0000530165,0.003170316,0.005007281],"study_design_scores_gemma":[0.0002476451,0.0004369201,0.9967195,0.00003928356,0.0009920872,0.0001417296,0.0000792943,0.00008390825,0.00006884099,0.00003309125,0.001143544,0.00001418518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812509,0.005817648,0.0002644543,0.0005868229,0.0001056585,0.0001313692,0.00760487,0.0000313836,0.004206927],"genre_scores_gemma":[0.9905261,0.001891129,0.0002816307,0.0003139248,0.0003056725,0.0001204883,0.004906762,0.00002005157,0.001634192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004951131,"threshold_uncertainty_score":0.009844601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490198693997228,"score_gpt":0.2699183998020785,"score_spread":0.2550164128621062,"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."}}