{"id":"W4315607834","doi":"10.1016/j.ijrobp.2023.01.002","title":"Overall Severe Morbidity After Chemo-Radiation Therapy and Magnetic Resonance Imaging-Guided Adaptive Brachytherapy in Locally Advanced Cervical Cancer: Results From the EMBRACE-I Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medizinische Universität Wien; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universität Wien; Kræftens Bekæmpelse; Elekta; KWF Kankerbestrijding","keywords":"Brachytherapy; Medicine; Magnetic resonance imaging; Cervical cancer; Radiation therapy; Radiology; Medical physics; Cancer; Nuclear medicine; 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":[0.00229839,0.0002709856,0.0003972565,0.000452126,0.0001647297,0.0004865959,0.0003628854,0.0002824749,0.000516806],"category_scores_gemma":[0.003893835,0.0001622165,0.001087505,0.0006792296,0.0002659368,0.0002922667,0.0006505334,0.0003684827,0.00006283914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004900187,"about_ca_system_score_gemma":0.0004428125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273096,"about_ca_topic_score_gemma":0.002444051,"domain_scores_codex":[0.9990301,0.0004053479,0.0001032385,0.0001314462,0.0002787398,0.00005108656],"domain_scores_gemma":[0.9969071,0.0008603465,0.001438695,0.0002520041,0.0002708778,0.0002711269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003797135,0.0001199663,0.9852186,0.0001544626,0.000696497,0.0001009669,0.0001344319,0.0004958692,0.0006481564,0.00001541164,0.0001247999,0.008493551],"study_design_scores_gemma":[0.0001974993,0.002687497,0.9951434,0.00003265628,0.000326814,0.0004076563,0.0001367143,0.0002683821,0.0004279019,0.00001394565,0.0003457343,0.00001191771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976748,0.001554178,0.0001355563,0.00002462943,0.000004488309,0.00003574567,0.0003216708,0.000002665331,0.0002463132],"genre_scores_gemma":[0.9986911,0.0004026337,0.0001211525,0.00003045574,0.000008712668,0.00002151318,0.0006406027,0.000002147492,0.00008167714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00229839,"threshold_uncertainty_score":0.01215518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312886093105918,"score_gpt":0.3460968459488205,"score_spread":0.3129679850177613,"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."}}