{"id":"W1988121813","doi":"10.1007/s00256-013-1802-5","title":"Peering through the glare: using dual-energy CT to overcome the problem of metal artefacts in bone radiology","year":2014,"lang":"en","type":"review","venue":"Skeletal Radiology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; McMaster University","funders":"","keywords":"Digital Enhanced Cordless Telecommunications; Medicine; Peering; Radiology; Medical physics; Computer science; The Internet","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006110443,0.0006895545,0.002612406,0.0002263685,0.0001171589,0.00001811668,0.0006275336,0.0002774435,0.00002610953],"category_scores_gemma":[0.00009686466,0.000430358,0.0005226469,0.0006334124,0.0003103474,0.0001473337,0.0002074954,0.0009851727,0.00002425798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193159,"about_ca_system_score_gemma":0.00008651629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009374514,"about_ca_topic_score_gemma":0.00005388372,"domain_scores_codex":[0.9967248,0.0005672636,0.001138289,0.0005144881,0.0001714669,0.0008836948],"domain_scores_gemma":[0.9981064,0.0007592695,0.0002915252,0.0007326329,0.0000328589,0.00007727082],"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":[0.00001103082,0.0000460453,0.000009256595,0.006784857,0.0009249048,0.0002241418,0.0007392379,0.1238407,0.0005242313,0.01410158,0.0005437082,0.8522503],"study_design_scores_gemma":[0.0002172667,0.00008429102,0.000008417626,0.001002061,0.0002833529,0.003199429,0.00004338777,0.0008533091,0.00001832617,0.0009607854,0.9928144,0.0005149625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006526551,0.9815838,0.0152161,0.00008094677,0.0007336509,0.0006502987,0.00003549886,0.000109985,0.0009370488],"genre_scores_gemma":[0.01469913,0.9819189,0.002068017,0.0001696145,0.0005918193,0.0002245609,0.00008120595,0.0001624884,0.00008426925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922707,"threshold_uncertainty_score":0.9998148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230040743126011,"score_gpt":0.2892630815451626,"score_spread":0.2662590072325615,"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."}}