{"id":"W2038601372","doi":"10.1118/1.3469230","title":"TU‐C‐204B‐07: A Comparative Study for Daily Localization with 3D Ultrasound, Cone Beam CT, Implanted Prostate Fiducial Markers and Calypso 4D Localization System for Patients Undergoing IGRT for Prostate Cancer","year":2010,"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":"","funders":"","keywords":"Fiducial marker; Image-guided radiation therapy; Medicine; Prostate cancer; Cone beam computed tomography; Prostate; Nuclear medicine; Medical imaging; Dosimetry; Ultrasound; Cone beam ct; Radiation therapy; Radiology; Cancer; Computed tomography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000945053,0.0003391512,0.0004681953,0.0004275988,0.000224414,0.0003118496,0.0003576062,0.0005014457,0.001512174],"category_scores_gemma":[0.001826705,0.000193513,0.0004525509,0.0003023847,0.0003822041,0.0003442772,0.0002599945,0.0003501026,0.0005321215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004116663,"about_ca_system_score_gemma":0.0003862037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635743,"about_ca_topic_score_gemma":0.001742085,"domain_scores_codex":[0.9996169,0.0001622417,0.00002527378,0.00008670371,0.00006299515,0.00004583178],"domain_scores_gemma":[0.9986948,0.0003809471,0.0001906119,0.0001589493,0.0001884653,0.0003862151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1246338,0.02563423,0.6152889,0.0003602319,0.0007896924,0.0004645335,0.001253953,0.002700183,0.04994109,0.0001187246,0.001053665,0.177761],"study_design_scores_gemma":[0.00414575,0.3240654,0.650304,0.00003089902,0.0006082382,0.002121776,0.000612309,0.004955207,0.01102809,0.0000469818,0.002003521,0.0000779649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995739,0.00009777315,0.0001116826,0.000007019849,0.000003391477,0.00001730392,0.0000369296,0.000007829998,0.0001442792],"genre_scores_gemma":[0.9991537,0.00006213092,0.0003305262,0.00002764897,0.0000114977,0.00002577399,0.0002263205,0.000006316693,0.0001559975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001635743,"threshold_uncertainty_score":0.005058706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007671113697906635,"score_gpt":0.280643337007918,"score_spread":0.2729722233100114,"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."}}