{"id":"W2999100849","doi":"10.1016/j.brachy.2019.12.004","title":"Can intermediate-energy sources lead to elevated bone doses for prostate and head &amp; neck high-dose-rate brachytherapy?","year":2020,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Brachytherapy; Medicine; Nuclear medicine; Prostate; Radiation treatment planning; Dose rate; Radiology; Internal medicine; Medical physics; Radiation therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001388356,0.0003757499,0.0004322386,0.0004361084,0.0003909628,0.001752764,0.00107411,0.001778021,0.008497536],"category_scores_gemma":[0.006305449,0.000468638,0.001211848,0.0004177419,0.0009403183,0.0009620526,0.0004922032,0.001127828,0.001763217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008345247,"about_ca_system_score_gemma":0.0006598514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363828,"about_ca_topic_score_gemma":0.001670229,"domain_scores_codex":[0.9994343,0.0001573061,0.00003337939,0.00009110691,0.0001850421,0.00009889441],"domain_scores_gemma":[0.9986187,0.0007459774,0.0003399503,0.000115363,0.0001209819,0.0000589552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01427991,0.001032029,0.2053792,0.003477123,0.001628882,0.01753101,0.001525956,0.00821465,0.2754323,0.03248734,0.01197205,0.4270396],"study_design_scores_gemma":[0.0008190075,0.005758617,0.3906142,0.001451818,0.003874114,0.06944475,0.003438047,0.006577506,0.3685721,0.05286506,0.09632007,0.0002647465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935244,0.07659008,0.03564422,0.02100781,0.001818205,0.0001646273,0.0006193243,0.001118236,0.06951305],"genre_scores_gemma":[0.9818529,0.008992651,0.002528865,0.001867967,0.0001978808,0.00001613323,0.0001157941,0.0002880541,0.00413971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008497536,"threshold_uncertainty_score":0.02842706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536728292644071,"score_gpt":0.2754526612824997,"score_spread":0.260085378356059,"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."}}