{"id":"W3203108891","doi":"10.1007/s00270-021-02971-6","title":"Implications of Cone Beam CT Peripheral Edge Blurring and Signal Attenuation for Interventional Procedures","year":2021,"lang":"en","type":"letter","venue":"CardioVascular and Interventional Radiology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Medicine; Cone beam ct; Attenuation; Radiology; Beam (structure); Peripheral; Interventional radiology; SIGNAL (programming language); Enhanced Data Rates for GSM Evolution; Ultrasound; Medical physics; Nuclear medicine; Optics; Computed tomography; Computer vision; Physics; Internal medicine","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":[0.002502003,0.0003793054,0.0007031561,0.0007524269,0.001786586,0.002434638,0.001498427,0.02679432,0.005635353],"category_scores_gemma":[0.03031408,0.0004297217,0.0008148472,0.0005922003,0.002887606,0.001899201,0.0007484398,0.01455311,0.001514535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00404815,"about_ca_system_score_gemma":0.002862062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004076142,"about_ca_topic_score_gemma":0.007244802,"domain_scores_codex":[0.9983317,0.0005631591,0.0002554868,0.0001994841,0.0004798998,0.0001702262],"domain_scores_gemma":[0.9837096,0.01184322,0.001103512,0.0006499576,0.001596758,0.001097066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001259397,0.0004036388,0.02960254,0.00039563,0.000110505,0.3615008,0.0009323556,0.001559925,0.002921759,0.03459048,0.4672276,0.09949533],"study_design_scores_gemma":[0.0006139324,0.0007075379,0.02488448,0.001218072,0.0002666973,0.3698042,0.002103426,0.008382712,0.003692405,0.1180249,0.4700722,0.0002294722],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01601605,0.006162855,0.001416018,0.9411381,0.007523498,0.0000304459,0.00007154463,0.00006878634,0.02757264],"genre_scores_gemma":[0.3775236,0.008511588,0.004111629,0.4536145,0.1430332,0.00008657602,0.0001033493,0.0001025926,0.01291305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02679432,"threshold_uncertainty_score":0.02937156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802925425173091,"score_gpt":0.2836339161158346,"score_spread":0.2656046618641036,"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."}}