{"id":"W4391401063","doi":"10.1093/bjr/tqae023","title":"Dual-energy CT applications in musculoskeletal disorders","year":2024,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Digital Enhanced Cordless Telecommunications; Medicine; Calcification; Reduction (mathematics); Soft tissue; Radiology; Computer science","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":[0.0001051349,0.00007192855,0.0001610981,0.0001312078,0.0000260319,0.00002322225,0.00008824495,0.00002958119,0.00003100483],"category_scores_gemma":[0.0000155358,0.00008434112,0.00008905897,0.0001784361,0.0000471869,0.000173059,0.000009225684,0.0002880608,0.000004088321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004612975,"about_ca_system_score_gemma":0.00001811413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000192342,"about_ca_topic_score_gemma":0.00008974692,"domain_scores_codex":[0.9994158,0.00002694144,0.0002534195,0.00007950141,0.00005163009,0.0001727517],"domain_scores_gemma":[0.9997918,0.00007636569,0.00002244249,0.00004984166,0.00001298321,0.0000465913],"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":[0.000005570094,0.00005812264,0.001483586,0.0001587276,0.0001564127,0.00223596,0.0001478972,0.08492431,0.001790901,0.007482889,0.009717197,0.8918384],"study_design_scores_gemma":[0.001676449,0.0002413429,0.02250706,0.00078103,0.0001087177,0.172538,0.0008134546,0.0268807,0.0003608496,0.05203421,0.7211,0.0009581822],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5282987,0.1397925,0.3248101,0.0003319478,0.001455703,0.0001038039,0.00001656001,0.0001934512,0.004997246],"genre_scores_gemma":[0.9922845,0.006685235,0.0006815059,0.00001964067,0.0002468322,0.000009043953,0.000004767663,0.00002125161,0.00004727024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8908802,"threshold_uncertainty_score":0.3439331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002904949598098162,"score_gpt":0.21992094497149,"score_spread":0.2170159953733919,"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."}}