{"id":"W2049512969","doi":"10.1038/nrurol.2010.143","title":"MRI for men undergoing active surveillance or with rising PSA and negative biopsies","year":2010,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Prostate cancer; Multiparametric MRI; Prostate; Biopsy; Radiology; Magnetic resonance imaging; Management of prostate cancer; Cancer; Oncology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004101994,0.0006459343,0.003732699,0.0001583777,0.000121944,0.00002611293,0.0001214428,0.001072409,0.00003092174],"category_scores_gemma":[0.0006954526,0.0003271319,0.000335042,0.0003023385,0.0001917172,0.00006140649,0.00006037344,0.001494056,0.000008968155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781538,"about_ca_system_score_gemma":0.0006009036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006959629,"about_ca_topic_score_gemma":0.0002604826,"domain_scores_codex":[0.9977962,0.0002662458,0.0005668777,0.0008196912,0.0001297661,0.000421269],"domain_scores_gemma":[0.9965035,0.001970458,0.0007611574,0.0004580407,0.0001521193,0.0001547214],"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":[0.0002819884,0.00005875093,0.0000721707,0.01864177,0.000566595,0.00005193651,0.0000581828,4.086035e-8,2.733219e-7,0.0001143778,0.001646066,0.9785078],"study_design_scores_gemma":[0.001200633,0.001425585,0.00006493986,0.009365055,0.002542314,0.0006407481,0.000009819689,0.000001420177,0.000004163896,0.00005968535,0.9843783,0.0003072881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000632401,0.9920452,0.00004901588,0.001010989,0.0002397128,0.005771555,0.0001854597,0.00003449094,0.0006573014],"genre_scores_gemma":[0.00002081009,0.9940892,0.002929869,0.0006042044,0.0003546135,0.001497445,0.0002284584,0.00008225865,0.0001930713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827323,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346662162420279,"score_gpt":0.3703221441428925,"score_spread":0.3356559279008646,"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."}}