{"id":"W3179951239","doi":"10.1186/s13550-021-00844-0","title":"Short-duration dynamic [18F]DCFPyL PET and CT perfusion imaging to localize dominant intraprostatic lesions in prostate cancer: validation against digital histopathology and comparison to [18F]DCFPyL PET/MR at 120 minutes","year":2021,"lang":"en","type":"article","venue":"EJNMMI Research","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; St Joseph's Health Care; Western University; Circle Cardiovascular Imaging; London Health Sciences Centre; Lawson Health Research Institute","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation; Ontario Institute for Cancer Research","keywords":"Medicine; Histopathology; Prostate cancer; Prostate; Nuclear medicine; Cardiac imaging; Perfusion; Radiology; Magnetic resonance imaging; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007051619,0.0002929648,0.0005635016,0.0004970736,0.0003361914,0.0002144709,0.00009407406,0.00002515684,0.00005036039],"category_scores_gemma":[0.0004471376,0.0002617983,0.00005215488,0.0006890191,0.0002173405,0.0002553838,0.0004127248,0.0003775537,0.00003218354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548213,"about_ca_system_score_gemma":0.0003615131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003716157,"about_ca_topic_score_gemma":0.002115516,"domain_scores_codex":[0.9969017,0.0002445106,0.0005545611,0.0009340195,0.0006338563,0.0007313628],"domain_scores_gemma":[0.998336,0.0003290714,0.00006967078,0.0003865461,0.0004072164,0.0004714565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001108946,0.0007574387,0.6775839,0.000499227,0.00003601537,0.007537091,0.005163796,0.000231856,0.08489684,0.00004261781,0.004690781,0.2174515],"study_design_scores_gemma":[0.008896065,0.002886252,0.8077556,0.003873813,0.0002004861,0.002636707,0.01060413,0.02843527,0.1108368,0.0002702644,0.02233359,0.001270948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775574,0.004240355,0.00007036773,0.01569101,0.000136692,0.001932033,0.0001720554,0.00003055639,0.000169589],"genre_scores_gemma":[0.9928682,0.004019539,0.0005380218,0.0002544294,0.00004281858,0.0005900312,0.0005602626,0.00004792663,0.001078737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2161806,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03958792992786869,"score_gpt":0.3786080725469556,"score_spread":0.3390201426190869,"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."}}