{"id":"W2916426823","doi":"10.1016/j.radonc.2019.02.007","title":"Nodal failure after chemo-radiation and MRI guided brachytherapy in cervical cancer: Patterns of failure in the EMBRACE study cohort","year":2019,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Bundesministerium für Digitalisierung und Wirtschaftsstandort; Dansk Kræftforsknings Fond; Medizinische Universität Wien; Universität Wien; Kræftens Bekæmpelse; Elekta; Österreichische Nationalstiftung für Forschung, Technologie und Entwicklung","keywords":"Brachytherapy; Medicine; Cervical cancer; Cohort; Radiation therapy; Oncology; Radiology; Cancer; NODAL; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003565449,0.000157785,0.0005732952,0.0001450435,0.00001908729,0.00001044382,0.00007514163,0.0001669605,0.0004833349],"category_scores_gemma":[0.00001001241,0.0001026559,0.00004525777,0.0002812682,0.00004390479,0.00006645936,0.00001379895,0.0002265012,0.000001281142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719818,"about_ca_system_score_gemma":0.00008082243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537176,"about_ca_topic_score_gemma":0.007845714,"domain_scores_codex":[0.9987649,0.0002109992,0.0003281544,0.0003110715,0.0001810886,0.0002038074],"domain_scores_gemma":[0.9994221,0.0002096437,0.00009015858,0.0001927524,0.00002601784,0.00005928997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001634314,0.0006614138,0.965924,0.00006408929,0.0001288858,0.0000499324,0.003775811,0.000006946372,0.0005844157,0.00002375854,0.00005436195,0.02709202],"study_design_scores_gemma":[0.01557127,0.002428347,0.9739846,0.00003870604,0.00004975427,0.00004356619,0.0008421118,0.00008222205,0.00009426772,0.00002824144,0.006738409,0.00009848112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881176,0.003095533,0.0000110593,0.007133769,0.00009193451,0.001431317,0.00001207076,0.000007842229,0.00009888318],"genre_scores_gemma":[0.9945335,0.002655006,0.0001117211,0.002235664,0.0001517146,0.000209045,0.00000847455,0.0000148414,0.0000800442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02699354,"threshold_uncertainty_score":0.5292178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156514619610732,"score_gpt":0.3163519786574676,"score_spread":0.3047868324613603,"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."}}