{"id":"W2769645450","doi":"10.1016/j.ijrobp.2017.09.009","title":"Radiobiological Analysis of Outcomes Using External Beam Radiotherapy Plus High Dose-Rate Brachytherapy (4x7 Gy or 2x9 Gy) for Cervical Cancer in a Multi-Institution Trial","year":2017,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Medicine; Brachytherapy; External beam radiotherapy; Cervical cancer; Radiation therapy; Nuclear medicine; External beam radiation; Dose fractionation; Cancer; Radiology; Medical physics; 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":[0.005152092,0.001135766,0.002319285,0.0004042745,0.0004999252,0.001380495,0.001311972,0.001265789,0.002881581],"category_scores_gemma":[0.004719278,0.0005383526,0.004401101,0.000914297,0.001383515,0.001224793,0.0008859712,0.002949414,0.0003783965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729778,"about_ca_system_score_gemma":0.001386035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107131,"about_ca_topic_score_gemma":0.002140745,"domain_scores_codex":[0.9967186,0.002155418,0.0002064388,0.0004260146,0.0001486233,0.0003448828],"domain_scores_gemma":[0.9964315,0.001066028,0.001067758,0.0005809148,0.0001393932,0.0007144046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9573523,0.005345888,0.0112361,0.000355121,0.00607316,0.00005062743,0.00009189142,0.002076909,0.003561946,0.0001082989,0.000335554,0.0134122],"study_design_scores_gemma":[0.4482803,0.4297652,0.09757545,0.0001495063,0.014813,0.0001948347,0.0002383708,0.002672918,0.003572827,0.0007776967,0.001831194,0.0001286944],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966747,0.001826866,0.0002110366,0.0001657624,0.00007455434,0.0003568636,0.0002876776,0.00001445571,0.0003882567],"genre_scores_gemma":[0.9980089,0.0004623058,0.0003019234,0.0001362912,0.00008461795,0.0003206907,0.0003592467,0.00001072402,0.000315414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005152092,"threshold_uncertainty_score":0.02724719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09323716384025874,"score_gpt":0.4397014062719946,"score_spread":0.3464642424317358,"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."}}