{"id":"W2886740747","doi":"10.2196/11256","title":"Benefits of Elective Para-Aortic Radiotherapy for pN1 Prostate Cancer Using Arc Therapy (Intensity-Modulated or Volumetric Modulated Arc Therapy): Protocol for a Nonrandomized Phase II Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondation contre le Cancer; Kom op tegen Kanker","keywords":"Medicine; Androgen deprivation therapy; Prostate cancer; Radiation therapy; Metastasis; Internal medicine; Lymph node; Clinical trial; Oncology; Surgery; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00927741,0.004463074,0.004330677,0.001050827,0.001865617,0.001865918,0.00289661,0.003418873,0.02034429],"category_scores_gemma":[0.006784056,0.001626786,0.002319977,0.001264244,0.002856818,0.001378158,0.001407798,0.005271218,0.00363673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776213,"about_ca_system_score_gemma":0.008598284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890386,"about_ca_topic_score_gemma":0.003488344,"domain_scores_codex":[0.9952589,0.002913167,0.0002515253,0.0005059549,0.000419325,0.0006511488],"domain_scores_gemma":[0.9959818,0.0007180642,0.000946831,0.0005876023,0.000511781,0.001253948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9509381,0.03324414,0.0006868059,0.0008568135,0.000561574,0.00007604638,0.00009453102,0.001410999,0.002625725,0.0003296565,0.001807566,0.007367966],"study_design_scores_gemma":[0.9370125,0.05804362,0.0009000346,0.00006937255,0.0002030495,0.00002697059,0.00002246118,0.0004625476,0.0004718003,0.0003118002,0.002455002,0.00002079684],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1031695,0.0005560419,0.002458413,0.0006214891,0.0004208285,0.8863732,0.003219189,0.0001865338,0.002994852],"genre_scores_gemma":[0.07819156,0.0006442133,0.005334155,0.0008394117,0.0002411995,0.9101399,0.001445899,0.00002503388,0.003138681],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02034429,"threshold_uncertainty_score":0.06805843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3483898579066867,"score_gpt":0.5768795516459412,"score_spread":0.2284896937392545,"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."}}