{"id":"W3129111136","doi":"10.1016/j.radonc.2021.01.019","title":"Risk factors and dose-effects for bladder fistula, bleeding and cystitis after radiotherapy with imaged-guided adaptive brachytherapy for cervical cancer: An EMBRACE analysis","year":2021,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Medizinische Universität Wien; Universität Wien; Elekta; Kræftens Bekæmpelse","keywords":"Brachytherapy; Cervical cancer; Medicine; Radiation therapy; Urology; Hemorrhagic cystitis; Bladder cancer; Radiology; Cancer; Internal medicine; Chemotherapy","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":[0.001005677,0.0004409826,0.0006224037,0.001034045,0.0003064358,0.0008102904,0.0004652563,0.0005327112,0.003156544],"category_scores_gemma":[0.002513237,0.0003222696,0.004268927,0.0008473796,0.0002732979,0.0005658109,0.0006949751,0.0006333581,0.0002302444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682042,"about_ca_system_score_gemma":0.0005211785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126334,"about_ca_topic_score_gemma":0.002250009,"domain_scores_codex":[0.9992466,0.0002248725,0.00008808619,0.0001527297,0.0001407444,0.0001470321],"domain_scores_gemma":[0.9983262,0.0007926939,0.0004459031,0.0001853939,0.00008979405,0.0001598677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004462466,0.0002229934,0.9796327,0.00009798708,0.002835968,0.0003194791,0.0001570802,0.0007070926,0.0009729192,0.0001203205,0.0001073348,0.01036359],"study_design_scores_gemma":[0.00003867217,0.001112253,0.9943764,0.00001754315,0.001676235,0.0005113492,0.000326899,0.0009026582,0.0003382309,0.0001489586,0.0005296877,0.0000211347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960518,0.002351157,0.0005645988,0.00004332991,0.00001065603,0.00001489162,0.0002519601,0.00001090088,0.0007006568],"genre_scores_gemma":[0.9986582,0.0003373408,0.0001559595,0.00001779902,0.00001648516,0.00000822348,0.0001727069,0.000006672533,0.0006266591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003156544,"threshold_uncertainty_score":0.01055968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167126618710723,"score_gpt":0.3323177346485264,"score_spread":0.3106464684614192,"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."}}