{"id":"W2079465399","doi":"10.1016/j.brachy.2013.08.004","title":"Validation study of ultrasound-based high-dose-rate prostate brachytherapy planning compared with CT-based planning","year":2013,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Prostate brachytherapy; Ultrasound; Radiation treatment planning; Nuclear medicine; Cone beam computed tomography; Prostate; Radiology; Computed tomography; Radiation therapy","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":[0.01003497,0.0006620936,0.0004399513,0.001060797,0.000329035,0.001034633,0.00159386,0.0008584583,0.002167505],"category_scores_gemma":[0.03069608,0.0005377347,0.0007443363,0.0007436086,0.0007109623,0.0005440711,0.0008247516,0.000503303,0.0004635672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007669685,"about_ca_system_score_gemma":0.0009353195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005898915,"about_ca_topic_score_gemma":0.003557298,"domain_scores_codex":[0.9959486,0.002565931,0.0002282564,0.0004754078,0.0006921584,0.00008964352],"domain_scores_gemma":[0.9689304,0.02252552,0.001471858,0.002207891,0.004553745,0.0003106016],"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":[0.02572463,0.003748117,0.2459623,0.001801192,0.003140721,0.0005996787,0.001636209,0.2904117,0.1557999,0.00140751,0.002290862,0.2674772],"study_design_scores_gemma":[0.002104169,0.01727443,0.2306846,0.0002126915,0.002147455,0.002171928,0.0004800383,0.6481792,0.0911089,0.0005186092,0.004905968,0.0002120212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474245,0.001110404,0.0463206,0.00009552257,0.00009393613,0.0004668866,0.0007888794,0.0005379249,0.003161333],"genre_scores_gemma":[0.9812139,0.0001627525,0.01702703,0.00004524735,0.00001345075,0.00005990139,0.0007845635,0.0001504989,0.0005426325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01003497,"threshold_uncertainty_score":0.05307066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675706835651236,"score_gpt":0.2945157608130053,"score_spread":0.267758692456493,"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."}}