{"id":"W2996082632","doi":"10.1002/mp.13959","title":"A novel <sup>169</sup>Yb‐based dynamic‐shield intensity modulated brachytherapy delivery system for prostate cancer","year":2019,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brachytherapy; Nuclear medicine; Collimated light; Dosimetry; Medicine; Radiation therapy; Physics; Radiology; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001825337,0.0003263307,0.0005350488,0.00004068372,0.0001079679,0.00003380647,0.0003178407,0.0001358004,0.0001836168],"category_scores_gemma":[0.00000858376,0.0002871375,0.000230511,0.0002200429,0.0001105854,0.0001808373,0.00004601087,0.0003930674,0.00001098954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836817,"about_ca_system_score_gemma":0.0002316626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003891015,"about_ca_topic_score_gemma":0.00000448883,"domain_scores_codex":[0.9981953,0.00002895816,0.0003529836,0.0004985632,0.0004422795,0.0004819526],"domain_scores_gemma":[0.9987936,0.0001489056,0.000186449,0.0004542551,0.0002233236,0.0001934637],"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":[0.00205147,0.002164487,0.04728393,0.001170812,0.001542146,0.00001544281,0.002169426,0.0286817,0.04145324,0.006169049,0.003375314,0.863923],"study_design_scores_gemma":[0.004881308,0.0003229636,0.0004314293,0.0006455416,0.00006505133,0.000002287572,0.0001537699,0.9572757,0.02689981,0.002318188,0.00620894,0.0007949938],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2795289,0.00008330655,0.7180203,0.0003973065,0.0002507671,0.001092486,0.0002290627,0.0002627313,0.0001350935],"genre_scores_gemma":[0.9926728,0.00001399187,0.005134382,0.0007605089,0.0005930157,0.0003116295,0.0001617319,0.00009126226,0.0002606608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.928594,"threshold_uncertainty_score":0.9999581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008575654944264838,"score_gpt":0.2674207156691431,"score_spread":0.2588450607248783,"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."}}