{"id":"W2016805948","doi":"10.1016/j.ijrobp.2014.02.039","title":"Direction-Modulated Brachytherapy for High-Dose-Rate Treatment of Cervical Cancer. I: Theoretical Design","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; McGill University; University of Toronto; Jewish General Hospital","funders":"","keywords":"Medicine; Brachytherapy; Cervical cancer; Dose rate; Cancer; Oncology; Medical physics; Nuclear medicine; Internal medicine; Radiation therapy","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":[0.0005219253,0.000415761,0.0005983753,0.0003055434,0.000342536,0.0007213638,0.001182235,0.001364282,0.003839661],"category_scores_gemma":[0.00103676,0.0004370512,0.0006416476,0.000377254,0.0006408209,0.0004997017,0.0006211879,0.00037685,0.0004177231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024974,"about_ca_system_score_gemma":0.0009307864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639135,"about_ca_topic_score_gemma":0.001878419,"domain_scores_codex":[0.9998164,0.00008027636,0.000005092047,0.00002221349,0.00005976453,0.0000162847],"domain_scores_gemma":[0.9997843,0.0001169107,0.00003661904,0.00001747107,0.00003285927,0.00001179767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001186057,0.00007320062,0.0007797998,0.0002660305,0.00003693956,0.0001078672,0.00007802561,0.856622,0.00777496,0.1214131,0.001105537,0.01162398],"study_design_scores_gemma":[0.00003453375,0.0000633824,0.0003230553,0.00002072237,0.00002094278,0.00009892816,0.00001966604,0.985332,0.0005572338,0.01192915,0.001583845,0.00001666036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04329016,0.001553123,0.90055,0.001219364,0.0001127143,0.0002468555,0.0002029113,0.0002555482,0.05256929],"genre_scores_gemma":[0.8693534,0.001502811,0.1158994,0.0003670665,0.00006942565,0.000461063,0.0001191783,0.0001522753,0.01207545],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003839661,"threshold_uncertainty_score":0.01284498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300569292483968,"score_gpt":0.3563264469215123,"score_spread":0.3262695176731155,"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."}}