{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075592,0.0006149043,0.001478545,0.001686199,0.0001605082,0.0008798313,0.000850982,0.001036163,0.002644406],"category_scores_gemma":[0.001482904,0.0002000472,0.000883168,0.001696947,0.000440554,0.001111905,0.0004673447,0.001330826,0.0007888047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006724159,"about_ca_system_score_gemma":0.001318174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350822,"about_ca_topic_score_gemma":0.002854778,"domain_scores_codex":[0.999759,0.00006712216,0.00004371315,0.00003801046,0.00007089831,0.00002118294],"domain_scores_gemma":[0.9992787,0.0004285073,0.0001036781,0.00001376821,0.0001472742,0.00002812027],"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":[0.00008719409,0.00004696372,0.0001830704,0.03390009,0.0001803935,0.00009939423,0.00004949211,0.0003490956,0.0005815467,0.001891769,0.01336276,0.9492682],"study_design_scores_gemma":[0.00007799392,0.0002949234,0.003264402,0.0359659,0.001037353,0.002216588,0.0001710864,0.0003219918,0.0005131126,0.003244507,0.9528462,0.00004595576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005947838,0.999385,0.0000358674,0.0002179192,0.00006234125,0.000001852047,0.000007682183,0.000002343513,0.0002274404],"genre_scores_gemma":[0.0004360149,0.9991967,0.00007586741,0.0001265917,0.00006185188,0.00000269861,0.00001174979,6.831306e-7,0.00008775856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002644406,"threshold_uncertainty_score":0.008846462,"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."}}