{"id":"W3197214945","doi":"10.3389/fonc.2021.742093","title":"PET/CT-Based Salvage Radiotherapy for Recurrent Prostate Cancer After Radical Prostatectomy: Impact on Treatment Management and Future Directions","year":2021,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Hôpitaux Universitaires de Genève; Movember Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Prostate cancer; Prostatectomy; Androgen deprivation therapy; Radiation therapy; Positron emission tomography; Management of prostate cancer; Biochemical recurrence; Prostate; Salvage therapy; Radiology; Cancer; Surgery; Internal medicine; Chemotherapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002342842,0.0007348796,0.002777725,0.0007511156,0.0001109428,0.00004068891,0.0001048928,0.0001449165,0.0001449821],"category_scores_gemma":[0.000009909039,0.0004467758,0.0007040626,0.000514416,0.000221442,0.00003677604,0.00003299713,0.0005338585,0.000002460908],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009803121,"about_ca_system_score_gemma":0.00206829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003531934,"about_ca_topic_score_gemma":0.00003964729,"domain_scores_codex":[0.9970986,0.0003534644,0.0005625417,0.0009690573,0.0002506558,0.0007656767],"domain_scores_gemma":[0.9988414,0.0001590718,0.000197776,0.0004283841,0.00006447099,0.000308904],"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":[0.00405789,0.001178121,0.0006492956,0.006327397,0.002306275,0.004046715,0.000144822,0.000001528905,6.205672e-8,0.000007848077,0.014188,0.967092],"study_design_scores_gemma":[0.008981484,0.005892451,0.0002571,0.005419954,0.001566032,0.000187125,0.00008214419,0.00005189557,0.000002708088,0.00001387354,0.9771824,0.0003628304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003044447,0.9860098,0.00003148703,0.001310759,0.002146923,0.009228738,0.0007386164,0.00005194388,0.0001773234],"genre_scores_gemma":[0.00001030286,0.9714823,0.004907313,0.0001520096,0.0006105148,0.01875979,0.0009588157,0.0001185753,0.003000397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9667292,"threshold_uncertainty_score":0.9997984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824247316926333,"score_gpt":0.4130645208581815,"score_spread":0.3848220476889181,"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."}}