{"id":"W3170743116","doi":"10.1200/jco.2021.39.15_suppl.5064","title":"PSMA-PET/CT Registry for Recurrent Prostate Cancer (PREP): Initial findings from a single center.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Western University; University of Toronto; McMaster University","funders":"Cancer Care Ontario","keywords":"Medicine; Prostate cancer; Prostatectomy; Cohort; Glutamate carboxypeptidase II; Stage (stratigraphy); Prospective cohort study; Biochemical recurrence; Single Center; Radiation therapy; Cancer; Radiology; Nuclear medicine; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001222632,0.0002305078,0.0003211186,0.0009153564,0.0009062889,0.0007552368,0.0007530244,0.0002644195,0.002649156],"category_scores_gemma":[0.002543268,0.0004226046,0.0002615437,0.002201839,0.0003980533,0.000372002,0.0009766147,0.0003032147,0.0007081591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002851372,"about_ca_system_score_gemma":0.005262207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2567557,"about_ca_topic_score_gemma":0.4268387,"domain_scores_codex":[0.9989779,0.0001454178,0.00008579069,0.0002286805,0.0003825605,0.0001797819],"domain_scores_gemma":[0.9955541,0.0003491801,0.001860703,0.0005178713,0.0009030432,0.0008151518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034933,0.00004517466,0.9963788,0.00002104721,0.00001685033,0.0002536676,0.000230987,0.00002114333,0.0003635964,0.00001056329,0.0005379136,0.002016743],"study_design_scores_gemma":[0.00002095399,0.0001088485,0.998377,0.000007484641,0.00002185989,0.0003866657,0.0002527157,0.00007166234,0.0001149241,0.000003659598,0.0006303343,0.000004069321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934028,0.0001766637,0.0001606487,0.0001044095,0.00000409412,0.0001443098,0.00485516,0.00002677483,0.001125147],"genre_scores_gemma":[0.9940197,0.0001705052,0.0003444179,0.00009297748,0.00001227937,0.00007631718,0.004843351,0.00000971263,0.0004305886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2567557,"threshold_uncertainty_score":0.5105225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2262669863005461,"score_gpt":0.539504332170889,"score_spread":0.3132373458703429,"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."}}