{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001437966,0.0002902925,0.000192339,0.0001172878,0.0001329857,0.0003299501,0.0005115201,0.0002024876,0.001685231],"category_scores_gemma":[0.0001901644,0.0002964756,0.0002144675,0.0001483236,0.0001545212,0.000191963,0.0002465173,0.0002516933,0.0005492053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003625498,"about_ca_system_score_gemma":0.0003563622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003568349,"about_ca_topic_score_gemma":0.000437447,"domain_scores_codex":[0.9998952,0.00001263373,0.000005696771,0.00002888317,0.00004566424,0.00001189424],"domain_scores_gemma":[0.9999257,0.00001082303,0.00003498673,0.000008531599,0.00001054378,0.000009430434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003356444,0.00003682107,0.001115597,0.0002920257,0.00003797306,0.0001016323,0.00005066782,0.007185536,0.951812,0.0009750145,0.001731759,0.03632537],"study_design_scores_gemma":[0.0001463911,0.001297991,0.01553418,0.00002974958,0.0001733329,0.00245117,0.00001843654,0.04362784,0.8812032,0.000198409,0.05524391,0.00007527538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4364893,0.004497395,0.5375937,0.0005125184,0.0002216452,0.0003539091,0.001618046,0.005420599,0.01329292],"genre_scores_gemma":[0.7802505,0.0008936307,0.2115736,0.0002749739,0.00004822025,0.0002038545,0.0006827102,0.0005523817,0.005520155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001685231,"threshold_uncertainty_score":0.005637646,"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."}}