{"id":"W4231099365","doi":"10.1016/j.ijrobp.2016.06.1404","title":"Cervical Cancer Brachytherapy in Canada: A Focus on Interstitial Brachytherapy Utilization","year":2016,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Brachytherapy; Radiation oncologist; Cervical cancer; Radiation treatment planning; Medical physics; Nuclear medicine; Cancer; Radiation therapy; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005599137,0.00037339,0.0004404473,0.002866853,0.00311173,0.002758316,0.001421626,0.001065983,0.01033686],"category_scores_gemma":[0.002706137,0.0003198887,0.0008628096,0.008982648,0.001067659,0.0007744488,0.001210843,0.001464485,0.00041718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1010466,"about_ca_system_score_gemma":0.2197853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956524,"about_ca_topic_score_gemma":0.9985495,"domain_scores_codex":[0.9983475,0.0000882293,0.00008232718,0.0001515162,0.0006438962,0.0006865714],"domain_scores_gemma":[0.9937412,0.000424201,0.001003332,0.00005230209,0.00281518,0.001963747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004824438,0.0002081648,0.7589418,0.002079827,0.0002716722,0.001701052,0.004989903,0.0017772,0.002795434,0.009851341,0.04939175,0.1675094],"study_design_scores_gemma":[0.00003092541,0.00009710807,0.9138003,0.0013433,0.0001902834,0.001157955,0.01120708,0.001119806,0.0005995606,0.0005464557,0.06981169,0.00009556782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7563204,0.07302658,0.001170348,0.08509114,0.0007759348,0.0002475309,0.01784652,0.0002289865,0.06529259],"genre_scores_gemma":[0.9285405,0.04853456,0.001186709,0.008176932,0.0002293248,0.00004583449,0.002015664,0.0001066075,0.01116395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010466,"threshold_uncertainty_score":0.7331479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778352062722998,"score_gpt":0.3546371657645385,"score_spread":0.3168536451373085,"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."}}