{"id":"W2260903197","doi":"10.1016/j.brachy.2015.12.005","title":"Three-dimensional transrectal ultrasound guided high-dose-rate prostate brachytherapy: A comparison of needle segmentation accuracy with two-dimensional image guidance","year":2016,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Cancer Care Ontario; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Brachytherapy; Prostate brachytherapy; Prostate; Ultrasound; Radiology; Segmentation; Dose rate; Medical physics; Artificial intelligence; Radiation therapy; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002268181,0.0005301385,0.0007695705,0.001378171,0.0002783782,0.002172319,0.0007057757,0.001408055,0.001001115],"category_scores_gemma":[0.01029586,0.0006864006,0.0007676043,0.000830519,0.0004655023,0.0008725013,0.000566051,0.0005166511,0.000375887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006202583,"about_ca_system_score_gemma":0.0007285643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006045971,"about_ca_topic_score_gemma":0.005662203,"domain_scores_codex":[0.998517,0.0005391063,0.000159105,0.0001965711,0.0004966489,0.00009155585],"domain_scores_gemma":[0.9926763,0.004621808,0.0007795094,0.0004904452,0.001257085,0.000174918],"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":[0.02090281,0.0006976461,0.08124131,0.002458661,0.001765452,0.0006513592,0.00273474,0.0587677,0.3642712,0.001089917,0.00226041,0.4631588],"study_design_scores_gemma":[0.0007140153,0.003320589,0.4372686,0.0002703398,0.002183768,0.006401555,0.0006810803,0.3647264,0.1777057,0.0006833106,0.005345201,0.0006993928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8666558,0.005851153,0.120256,0.0003198259,0.0001740093,0.0001668919,0.0006453174,0.002361022,0.00357011],"genre_scores_gemma":[0.9533246,0.001245263,0.04352414,0.0001490197,0.00003340906,0.00003831942,0.0003611211,0.0006098056,0.0007142276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006045971,"threshold_uncertainty_score":0.01202154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133080356550228,"score_gpt":0.3103340008333922,"score_spread":0.2890031972678899,"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."}}