{"id":"W4394835909","doi":"10.1097/01.ju.0001009448.41537.64.04","title":"PD19-04 IMPACT OF NOVEL PATIENT-CENTERED PATHOLOGY REPORTS ON MEN UNDERGOING PROSTATE BIOPSY: THE PAPR RANDOMIZED CONTROLLED TRIAL","year":2024,"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; Randomized controlled trial; Prostate biopsy; Prostate; Biopsy; Urology; General surgery; Radiology; Pathology; Internal medicine; Cancer","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":[0.002838325,0.001653262,0.00332778,0.0003612741,0.0006467153,0.002034509,0.001303851,0.003445775,0.01499682],"category_scores_gemma":[0.006980937,0.0007074738,0.004466086,0.0004989792,0.00128522,0.002073789,0.0007334565,0.006113949,0.001450947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006782018,"about_ca_system_score_gemma":0.001553209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541128,"about_ca_topic_score_gemma":0.001841134,"domain_scores_codex":[0.9979855,0.001206971,0.0001309121,0.0003761438,0.0001368529,0.000163756],"domain_scores_gemma":[0.9975517,0.001064824,0.0006302652,0.0002336039,0.0001396696,0.0003798313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9842528,0.00290178,0.0005487493,0.0009687455,0.00249626,0.00002688539,0.00003050346,0.000169677,0.000257389,0.0002684339,0.001595023,0.006483782],"study_design_scores_gemma":[0.9785225,0.0168093,0.001145338,0.0001055449,0.001676871,0.00001791308,0.00003276408,0.0003467606,0.0001198819,0.0003699494,0.0008326459,0.00002050343],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094997,0.04190274,0.003056861,0.009390707,0.006834723,0.01086058,0.006124597,0.0005110279,0.01181899],"genre_scores_gemma":[0.9635661,0.006882081,0.002714565,0.005811431,0.002339562,0.00797973,0.002254038,0.00007720291,0.008375243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499682,"threshold_uncertainty_score":0.05016941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817461319732263,"score_gpt":0.3026021322520333,"score_spread":0.2844275190547106,"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."}}