{"id":"W1622777584","doi":"10.1088/0031-9155/48/4/307","title":"The influence of brachytherapy dose heterogeneity on estimates of  /  for prostate cancer","year":2003,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Cancer Institute; Cancer Care Ontario","keywords":"Brachytherapy; Nuclear medicine; Prostate cancer; Medicine; External beam radiotherapy; Radiobiology; Radiation therapy; Dosimetry; Dose rate; BETA (programming language); External beam radiation; Cancer; Medical physics; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01614879,0.0006065981,0.0008650269,0.001573487,0.0002891498,0.001293021,0.0006786918,0.0006592605,0.0004464769],"category_scores_gemma":[0.0736635,0.0004753955,0.0009971248,0.001106002,0.0005851196,0.0006064279,0.001060211,0.0007503562,0.000168803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030644,"about_ca_system_score_gemma":0.0003570137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220049,"about_ca_topic_score_gemma":0.001264401,"domain_scores_codex":[0.9877062,0.008217167,0.000775688,0.00146892,0.001622339,0.0002095307],"domain_scores_gemma":[0.8780789,0.1046113,0.007336091,0.00687934,0.002804055,0.0002903567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.004595383,0.00007782095,0.2424884,0.001500548,0.005315904,0.0009423068,0.000833899,0.519902,0.05369519,0.002057783,0.0007845596,0.1678062],"study_design_scores_gemma":[0.0001778902,0.00168397,0.4703815,0.0004958105,0.002472006,0.005162657,0.0004069448,0.3926023,0.1087001,0.0113949,0.005948757,0.0005731719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7267529,0.0115137,0.2555126,0.0004043696,0.00007326413,0.0001563769,0.001149633,0.001025644,0.003411438],"genre_scores_gemma":[0.9871231,0.0003887758,0.01148567,0.00007097487,0.00002039699,0.0000468994,0.0004562347,0.0002426855,0.0001652656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614879,"threshold_uncertainty_score":0.08540398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07094141949933121,"score_gpt":0.4192241917681844,"score_spread":0.3482827722688532,"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."}}