{"id":"W4383910346","doi":"10.3390/curroncol30070483","title":"Seminal Vesicle Treatment for Localized Prostate Cancer Treated with External Beam Radiotherapy","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; External beam radiotherapy; Prostate cancer; Urology; Radiation therapy; Nomogram; Contouring; Prostate; Prostatectomy; Cancer; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004598432,0.0001718307,0.0004590862,0.0006118366,0.0002859268,0.0004228022,0.0002975815,0.000168908,0.001200387],"category_scores_gemma":[0.001281313,0.0001795115,0.0004489519,0.0007114744,0.0002082787,0.0002420532,0.0003543191,0.0002053007,0.0002019141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435876,"about_ca_system_score_gemma":0.0004903956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879518,"about_ca_topic_score_gemma":0.004678824,"domain_scores_codex":[0.9995561,0.0001095986,0.00005758773,0.00008790533,0.0001440113,0.00004471868],"domain_scores_gemma":[0.9993144,0.0001790552,0.0003455748,0.00004812225,0.00005401497,0.00005890418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002676099,0.00002530592,0.9876171,0.0001083947,0.0001466959,0.0008515759,0.0001200867,0.0001695598,0.001092003,0.00003419273,0.0002509569,0.009316536],"study_design_scores_gemma":[0.00003193079,0.0002833068,0.9905185,0.00004031037,0.0001299417,0.006014909,0.0001501699,0.000276423,0.0006626946,0.00003298922,0.00185023,0.000008618177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960665,0.0023543,0.0003369511,0.00002315724,0.000009275574,0.0000341431,0.0004871016,0.000009303109,0.000679346],"genre_scores_gemma":[0.9986311,0.0004614021,0.0001458489,0.00002825797,0.00001192122,0.00001000901,0.0005546574,0.000003558275,0.0001532884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001879518,"threshold_uncertainty_score":0.004015684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08070010930784341,"score_gpt":0.4181856596446855,"score_spread":0.3374855503368421,"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."}}