{"id":"W2019736190","doi":"10.1118/1.2241173","title":"SU-FF-T-252: HDR Endorectal Brachytherapy: Quality Assurance","year":2006,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Brachytherapy; Quality assurance; Nuclear medicine; Medical physics; Dosimetry; Medicine; Radiation therapy; Radiology; Pathology","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":[0.001947536,0.0004416413,0.0003317704,0.0005631858,0.0002252529,0.0007159233,0.0005878471,0.00050785,0.002855499],"category_scores_gemma":[0.002695462,0.0003177247,0.0003356138,0.0006142731,0.0005532206,0.0003889087,0.0003592866,0.0003546062,0.001135417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004873519,"about_ca_system_score_gemma":0.0003601057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005597821,"about_ca_topic_score_gemma":0.0004573936,"domain_scores_codex":[0.9987671,0.0002803477,0.00008139215,0.0002241836,0.0005959535,0.00005096602],"domain_scores_gemma":[0.998225,0.0003767954,0.0004559217,0.0004471042,0.0004331958,0.00006205097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008876013,0.0001646862,0.01076146,0.0006725971,0.00007313463,0.0001762356,0.0001681053,0.006900648,0.8368584,0.001239226,0.001910398,0.1401875],"study_design_scores_gemma":[0.0001481048,0.002201929,0.05745563,0.00006660325,0.0001757703,0.004315302,0.00004084364,0.01932424,0.8945131,0.0005076533,0.0211535,0.00009737461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.444052,0.005279589,0.5286962,0.0003851492,0.0001598146,0.0003725978,0.0008160108,0.005167952,0.01507068],"genre_scores_gemma":[0.8375185,0.0007919572,0.1537933,0.0001310676,0.00005393051,0.0001236515,0.001080395,0.0009250943,0.005582189],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002855499,"threshold_uncertainty_score":0.01029968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042232118406284,"score_gpt":0.3014477083755512,"score_spread":0.2910253871914883,"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."}}