{"id":"W2083964146","doi":"10.1016/j.clon.2011.01.443","title":"The Use of Cone Beam CT for Treatment Verification in Prostate Radiotherapy","year":2011,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Cone beam ct; Radiation therapy; Cone beam computed tomography; External beam radiotherapy; Medical physics; Prostate cancer; Prostate; Image-guided radiation therapy; Radiology; Nuclear medicine; Computed tomography; Brachytherapy; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002881827,0.00008049053,0.0003059589,0.00001903194,0.00003584744,0.000003779314,0.00009858122,0.00003449713,0.00003652985],"category_scores_gemma":[0.00002851668,0.00005257301,0.0001112364,0.00004803905,0.0002231893,0.0000543421,0.000006542324,0.00006099951,7.010517e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007288664,"about_ca_system_score_gemma":0.00009613445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001140291,"about_ca_topic_score_gemma":0.00001469462,"domain_scores_codex":[0.9990634,0.0001063414,0.0004979143,0.0001633374,0.00002767765,0.0001413425],"domain_scores_gemma":[0.9982935,0.001134803,0.0002601628,0.0002383848,0.00004113112,0.00003201593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009493735,0.001354501,0.1268863,0.00000256298,0.0001407762,0.000001361274,0.0003334013,0.00001599939,0.001028208,0.01139788,0.000547727,0.8573419],"study_design_scores_gemma":[0.003830331,0.005207349,0.02948836,0.000008763403,0.00002446617,7.715004e-7,0.000051501,0.0005578869,0.01022534,0.005498735,0.9449742,0.0001322975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8540983,0.0003756062,0.1410342,0.0006658219,0.0004473417,0.002562347,0.00005368708,0.000056623,0.0007060361],"genre_scores_gemma":[0.8260403,0.00154858,0.1699563,0.0002496137,0.0002920831,0.0009525493,0.00002897236,0.00004031097,0.0008912503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9444265,"threshold_uncertainty_score":0.2143865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1846992811142184,"score_gpt":0.4388416400194129,"score_spread":0.2541423589051945,"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."}}