{"id":"W3211992888","doi":"10.3389/fonc.2021.781040","title":"Post-Operative Radiotherapy in Prostate Cancer: Is It Time for a Belt and Braces Approach?","year":2021,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Biochemical recurrence; Androgen deprivation therapy; Radiation therapy; Prostate; Urology; Concomitant; Oncology; Prostate-specific antigen; Cancer; Internal medicine","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":[0.002312932,0.0003406941,0.0009675546,0.0005724274,0.0003118339,0.001376118,0.0009266713,0.001311445,0.003376593],"category_scores_gemma":[0.0043862,0.0001866563,0.0005687521,0.00109769,0.001293767,0.002715861,0.000542779,0.001898924,0.0009176509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006692704,"about_ca_system_score_gemma":0.00199525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872311,"about_ca_topic_score_gemma":0.00450869,"domain_scores_codex":[0.9991809,0.0003436451,0.0001356675,0.0001083096,0.0001720556,0.00005946844],"domain_scores_gemma":[0.9979639,0.001242387,0.0002924369,0.00007031563,0.0003220855,0.0001089098],"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":[0.0003658162,0.00004582911,0.001187819,0.01159081,0.0001135497,0.0002801973,0.0003735239,0.0002593916,0.0004627508,0.006144963,0.03108322,0.9480921],"study_design_scores_gemma":[0.0001228005,0.000515298,0.01105856,0.01579746,0.0003503674,0.003623637,0.001424275,0.0001888375,0.0004165174,0.0121897,0.9542481,0.00006435445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00118204,0.983578,0.0005694697,0.01106616,0.001871521,0.00000715054,0.00002442852,0.0000126798,0.001688576],"genre_scores_gemma":[0.01576396,0.9675424,0.00109422,0.009533817,0.004324014,0.00004011894,0.00008504398,0.00002512843,0.00159133],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003376593,"threshold_uncertainty_score":0.01223207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454840218388636,"score_gpt":0.3309530004833452,"score_spread":0.3164045982994589,"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."}}