{"id":"W4318754934","doi":"10.2214/ajr.22.28665","title":"PI-RR: The Prostate Imaging for Recurrence Reporting System for MRI Assessment of Local Prostate Cancer Recurrence After Radiation Therapy or Radical Prostatectomy—A Review","year":2023,"lang":"en","type":"review","venue":"American Journal of Roentgenology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Prostate; Urology; Radiation therapy; Biochemical recurrence; Radiology; Oncology; Nuclear medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003011467,0.0009851692,0.002026614,0.009108953,0.0003677405,0.001442044,0.001551075,0.001154724,0.002767903],"category_scores_gemma":[0.005718947,0.0003911214,0.001570404,0.007205434,0.000646669,0.00181846,0.0008584633,0.001442849,0.001521442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379586,"about_ca_system_score_gemma":0.004647928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763222,"about_ca_topic_score_gemma":0.00523001,"domain_scores_codex":[0.998643,0.0003174943,0.0004210105,0.0001152457,0.0004464088,0.00005689758],"domain_scores_gemma":[0.9970157,0.001440638,0.0005436156,0.00006597365,0.0008513003,0.00008273877],"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":[0.00004991443,0.00003750198,0.0004943226,0.04721359,0.000228706,0.00008054318,0.00008005896,0.0002327094,0.0003273941,0.001618338,0.04358949,0.9060475],"study_design_scores_gemma":[0.00004020971,0.0001382894,0.003912473,0.06005061,0.0009058928,0.001608505,0.000136003,0.0002262278,0.000331589,0.001019342,0.9315718,0.00005915965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001106733,0.9976044,0.0003073743,0.0006607078,0.0003470782,0.00005804121,0.0001666906,0.00002160697,0.0007234879],"genre_scores_gemma":[0.0006383209,0.9976012,0.0007937493,0.0003346333,0.0001345428,0.00004770573,0.0002465545,0.000005870103,0.0001974783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009108953,"threshold_uncertainty_score":0.01592636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06018273929943006,"score_gpt":0.4258310040453703,"score_spread":0.3656482647459403,"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."}}