{"id":"W4416758222","doi":"10.1038/s41585-025-01111-w","title":"Micro-ultrasound for prostate cancer","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Sunnybrook Health Science Centre; Women's College Hospital; University of Alberta","funders":"","keywords":"Prostate cancer; Prostate; Biopsy; Modality (human–computer interaction); Cancer; Magnetic resonance imaging","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003810963,0.0007417585,0.004869163,0.00024776,0.00008123471,0.00002003222,0.0002290484,0.001417884,0.000148506],"category_scores_gemma":[0.0005375046,0.0004682755,0.001532723,0.0004577894,0.00007829576,0.00002734394,0.00006318119,0.001313112,0.0000659358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121357,"about_ca_system_score_gemma":0.001189867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008021609,"about_ca_topic_score_gemma":0.00001973908,"domain_scores_codex":[0.997161,0.0002106789,0.0009940016,0.0009454452,0.000121529,0.0005673415],"domain_scores_gemma":[0.9975337,0.0008204904,0.0005994258,0.0007220335,0.0001675878,0.0001567027],"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":[0.00003662066,0.0001054325,0.00003817971,0.1023531,0.0005126805,0.00002183958,0.000009840639,2.596617e-8,4.442824e-7,0.0001243639,0.06941223,0.8273853],"study_design_scores_gemma":[0.0007426522,0.0003685923,0.000006195969,0.02806836,0.009649236,0.0001656502,4.809163e-7,7.819462e-8,0.000002949405,0.00006194893,0.9606379,0.0002959591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.074411e-7,0.984072,0.000008251442,0.001086409,0.001388069,0.01180843,0.0009291054,0.00005084098,0.0006566051],"genre_scores_gemma":[2.90931e-7,0.9753789,0.0006335664,0.004027799,0.0005904378,0.01430324,0.001385318,0.00007651497,0.003603976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8912256,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056321341912499,"score_gpt":0.4031413415834537,"score_spread":0.3725781281643287,"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."}}