{"id":"W2106092996","doi":"10.1016/j.brachy.2013.04.003","title":"Regional treatment margins for prostate brachytherapy","year":2013,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Varian Medical Systems","keywords":"Medicine; Nuclear medicine; Brachytherapy; Prostate; Quadrant (abdomen); Dosimetry; Apex (geometry); Prostate brachytherapy; Radiation treatment planning; Radiation therapy; Radiology; Surgery; Anatomy; Cancer","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":[0.0007785937,0.0003305628,0.0003305675,0.0004444026,0.0008775414,0.001020671,0.0005151692,0.0005057279,0.008000731],"category_scores_gemma":[0.002478929,0.0001840827,0.0005299799,0.0002283168,0.0005840754,0.0007890885,0.0006465572,0.0006989687,0.001446318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005630058,"about_ca_system_score_gemma":0.0007608699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640421,"about_ca_topic_score_gemma":0.003836425,"domain_scores_codex":[0.9996833,0.00008145445,0.00003093054,0.00005325971,0.00009932268,0.0000518167],"domain_scores_gemma":[0.9995467,0.000196806,0.0001097895,0.00004869022,0.00004984284,0.00004825422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002458174,0.0001843043,0.03110337,0.002833462,0.0002930471,0.007038275,0.001521899,0.00910389,0.09678829,0.02225705,0.02222513,0.8041931],"study_design_scores_gemma":[0.0004498186,0.005221519,0.2675577,0.002891023,0.001561563,0.1086022,0.001786928,0.01267527,0.09552658,0.02565424,0.4778453,0.0002279039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.519455,0.1691134,0.1123823,0.007825648,0.002701903,0.0003857989,0.001451283,0.001683599,0.185001],"genre_scores_gemma":[0.9528915,0.009075456,0.02234335,0.00106356,0.0005297411,0.0001701005,0.0003066233,0.0004495917,0.01317019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008000731,"threshold_uncertainty_score":0.02676511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187751612271406,"score_gpt":0.3005513562495459,"score_spread":0.2686738401268318,"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."}}