{"id":"W2924331584","doi":"10.1016/j.ijrobp.2019.03.020","title":"Importance of Technique, Target Selection, Contouring, Dose Prescription, and Dose-Planning in External Beam Radiation Therapy for Cervical Cancer: Evolution of Practice From EMBRACE-I to II","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Dansk Kræftforsknings Fond; Medizinische Universität Wien; Austrian Science Fund; Kræftens Bekæmpelse","keywords":"Medicine; Contouring; Radiation therapy; Cervical cancer; Nuclear medicine; Radiation treatment planning; Brachytherapy; External beam radiotherapy; Dose fractionation; Radiology; 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":[0.01055417,0.0002341371,0.0004416523,0.0009731761,0.0006067233,0.002032621,0.001324735,0.0008356463,0.0007688653],"category_scores_gemma":[0.02507359,0.000283415,0.0003247602,0.00123962,0.001530003,0.001069381,0.001083614,0.002092759,0.0002449772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748543,"about_ca_system_score_gemma":0.00359172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004198608,"about_ca_topic_score_gemma":0.009455765,"domain_scores_codex":[0.995033,0.002070985,0.0006108636,0.0005269316,0.00162432,0.0001338583],"domain_scores_gemma":[0.9842981,0.008703323,0.003099447,0.001324799,0.001997148,0.0005770914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004028696,0.0002349095,0.05858309,0.001084209,0.0001016177,0.0001209185,0.002058847,0.00372897,0.007593664,0.002022168,0.002349481,0.9217193],"study_design_scores_gemma":[0.0003339571,0.005102181,0.717789,0.005013295,0.0005803689,0.02030901,0.008381684,0.02442618,0.03228917,0.01590399,0.1694305,0.0004406645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6090494,0.2205583,0.1005771,0.02327098,0.001490815,0.0004019881,0.0001877124,0.0005760861,0.04388772],"genre_scores_gemma":[0.8433595,0.0483469,0.1017373,0.003385743,0.0007459905,0.00009258895,0.0001076225,0.0003542939,0.001870142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055417,"threshold_uncertainty_score":0.05581641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721437585749961,"score_gpt":0.3530291654537623,"score_spread":0.3358147895962627,"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."}}