{"id":"W4400192544","doi":"10.1001/jamaoncol.2024.3196","title":"Fluorine-18 Prostate-Specific Membrane Antigen–1007 PET/CT vs Multiparametric MRI for Locoregional Staging of Prostate Cancer","year":2024,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prostate Cancer Canada; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Prostate cancer; Glutamate carboxypeptidase II; Prostate; Prostate-specific antigen; Multiparametric MRI; Nuclear medicine; Cancer; Urology; Radiology; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006076834,0.000304923,0.0007367923,0.0007381216,0.0001226577,0.00005649277,0.0001718217,0.00006403954,0.0005081383],"category_scores_gemma":[0.0001002049,0.0002301731,0.0002439269,0.001118844,0.0003764037,0.000183222,0.00009432712,0.0004808671,0.00004947593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000859787,"about_ca_system_score_gemma":0.001542124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002786934,"about_ca_topic_score_gemma":0.00003364115,"domain_scores_codex":[0.9973893,0.00008661923,0.0005674873,0.000698872,0.0004792425,0.0007784819],"domain_scores_gemma":[0.9981188,0.0006769654,0.0001396969,0.0003297803,0.0004841724,0.0002506557],"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":[0.03379959,0.002847823,0.129108,0.01094034,0.002830823,0.01649604,0.004796938,0.0006474025,0.07386146,0.003201502,0.254104,0.4673661],"study_design_scores_gemma":[0.01085649,0.003131375,0.007425955,0.0006516217,0.0001883788,0.0005475598,0.0005884406,0.005105528,0.06452223,0.000234746,0.906397,0.0003507181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595377,0.01976588,0.0001653525,0.01192116,0.001501559,0.004348527,0.0005056884,0.0001909635,0.00206313],"genre_scores_gemma":[0.9595057,0.02115403,0.003436768,0.0003403978,0.0007388041,0.001448511,0.0004028219,0.0001098773,0.01286306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.652293,"threshold_uncertainty_score":0.9386185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05833779788555239,"score_gpt":0.3891426196656723,"score_spread":0.3308048217801199,"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."}}