{"id":"W2032653550","doi":"10.1118/1.4816677","title":"HDR brachytherapy of rectal cancer using a novel grooved‐shielding applicator design","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Brachytherapy; Electromagnetic shielding; Collimated light; Dosimetry; Imaging phantom; Dwell time; Nuclear medicine; Materials science; Biomedical engineering; Medicine; Radiation therapy; Optics; Radiology; Laser; Physics","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":[0.0001815657,0.0003793066,0.0002387847,0.0001635714,0.00009214912,0.0002798756,0.0006255222,0.0003358328,0.0004886544],"category_scores_gemma":[0.00034646,0.0002836834,0.0003731795,0.0001299332,0.0002091846,0.0001985262,0.000262895,0.00017245,0.0002941405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450478,"about_ca_system_score_gemma":0.0003606586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003861985,"about_ca_topic_score_gemma":0.0006806108,"domain_scores_codex":[0.9998372,0.00001989368,0.00001132633,0.00005419373,0.00005528917,0.00002206137],"domain_scores_gemma":[0.9997916,0.00003046064,0.00008452974,0.00004022492,0.00003519868,0.00001805498],"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":[0.0001581907,0.00004990538,0.002576431,0.0002916775,0.00004220081,0.0001299543,0.0001076683,0.01872194,0.9477137,0.0007219914,0.0002597625,0.02922663],"study_design_scores_gemma":[0.0002212571,0.002633818,0.0149366,0.00004515441,0.0002556577,0.004713066,0.00005457466,0.1243303,0.8231129,0.0005235494,0.02906683,0.0001063041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5415287,0.001568108,0.4514995,0.0001389622,0.00005378393,0.000218255,0.0001788832,0.001298939,0.003514873],"genre_scores_gemma":[0.8002793,0.0004027091,0.1974339,0.00005654991,0.00001717243,0.00008581141,0.00009648313,0.00009926748,0.001528678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006255222,"threshold_uncertainty_score":0.001777947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07382219070223717,"score_gpt":0.3426336588348107,"score_spread":0.2688114681325735,"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."}}