{"id":"W2219308129","doi":"10.1007/s00261-015-0589-3","title":"DCE MRI of prostate cancer","year":2016,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health","keywords":"Medicine; Prostate cancer; Multiparametric MRI; Hepatology; Prostate; Radiology; Magnetic resonance imaging; Medical physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001518344,0.0003817224,0.00275513,0.0001558359,0.00002576927,0.00000286897,0.0001341434,0.0002893897,0.0005634619],"category_scores_gemma":[0.00004555228,0.0002148552,0.0005274779,0.0001334296,0.0002405755,0.00002334447,0.000051343,0.000203161,0.0001236823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003810929,"about_ca_system_score_gemma":0.000820034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006534447,"about_ca_topic_score_gemma":0.000006106944,"domain_scores_codex":[0.9982607,0.0001186061,0.0006511885,0.0004695251,0.0001229885,0.0003769832],"domain_scores_gemma":[0.9985287,0.0003047899,0.0004877077,0.0004379586,0.00009333127,0.0001474997],"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":[0.0001276213,0.0000854563,0.0002694364,0.009560443,0.0008211602,0.0001822858,0.00004123279,1.056041e-7,0.000002544155,0.0001725437,0.005947058,0.9827901],"study_design_scores_gemma":[0.001062522,0.000739695,0.00006888604,0.02176651,0.002033199,0.0006226418,0.000004700022,3.060982e-7,0.00003717878,0.00005090413,0.9734254,0.0001879924],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006500819,0.9963382,0.000007955895,0.0004353015,0.000462826,0.001286077,0.0002804985,0.00002004209,0.001104115],"genre_scores_gemma":[0.00004576315,0.9965438,0.0001859301,0.0001080177,0.0003811913,0.001032846,0.00008024342,0.0000541728,0.001568042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9826021,"threshold_uncertainty_score":0.8761543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376715319218648,"score_gpt":0.3690654938115493,"score_spread":0.3352983406193629,"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."}}