{"id":"W3003769853","doi":"10.1016/j.ijrobp.2019.12.019","title":"Ring Versus Ovoids and Intracavitary Versus Intracavitary-Interstitial Applicators in Cervical Cancer Brachytherapy: Results From the EMBRACE I Study","year":2020,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; McGill University Health Centre","funders":"Austrian Science Fund; Christian Doppler Forschungsgesellschaft; Elekta; Kræftens Bekæmpelse; Varian Medical Systems","keywords":"Brachytherapy; Cervical cancer; Medicine; Radiology; Nuclear medicine; Cancer; Radiation therapy; 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":[0.003327282,0.0008588085,0.002472446,0.0005291654,0.0002549782,0.0008316656,0.0008951473,0.0009021419,0.004184902],"category_scores_gemma":[0.003870582,0.000332186,0.002475163,0.0007107398,0.0009437258,0.000743851,0.0004029062,0.001284832,0.000571831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007109359,"about_ca_system_score_gemma":0.0006418873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691252,"about_ca_topic_score_gemma":0.002047074,"domain_scores_codex":[0.9978016,0.001303274,0.0001376334,0.0003512539,0.0002519633,0.0001543499],"domain_scores_gemma":[0.9960322,0.00238423,0.0007164762,0.0004849347,0.0001144537,0.0002677024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8773094,0.008476483,0.01300311,0.001343176,0.004315429,0.0001112103,0.000717629,0.002057092,0.02589689,0.0002335087,0.0003286938,0.0662074],"study_design_scores_gemma":[0.08817756,0.7724636,0.09123049,0.0003089404,0.01756408,0.0004292649,0.001090718,0.002348138,0.02034912,0.0005051088,0.005389546,0.0001434433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908459,0.006236281,0.0005395801,0.00007315185,0.00005433064,0.0002106529,0.0004236634,0.00001990463,0.001596611],"genre_scores_gemma":[0.9940788,0.00271222,0.0007713665,0.0001531474,0.0001228312,0.0001422356,0.0003802342,0.00006412147,0.001575059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004184902,"threshold_uncertainty_score":0.01759654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193313459842892,"score_gpt":0.3606515125228079,"score_spread":0.318718377924379,"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."}}