{"id":"W1973651077","doi":"10.2214/ajr.12.9117","title":"Dual-Energy CT: A Promising New Technique for Assessment of the Musculoskeletal System","year":2012,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Digital Enhanced Cordless Telecommunications; Radiology; Gout; Dual energy; Biomedical engineering; Nuclear medicine; Pathology; Osteoporosis; Bone mineral; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002025081,0.0001246508,0.0003551095,0.0001035955,0.00004633045,0.000004750049,0.0001868674,0.00002047091,0.000005017467],"category_scores_gemma":[0.00002276829,0.00009122242,0.0001791314,0.0001838259,0.0001113933,0.0001400975,0.00003354824,0.0001860255,2.687987e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435799,"about_ca_system_score_gemma":0.00007324057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735731,"about_ca_topic_score_gemma":0.000001978484,"domain_scores_codex":[0.99901,0.00006290217,0.0004169639,0.00006394026,0.0001267228,0.0003194277],"domain_scores_gemma":[0.9992058,0.0000642,0.0003964964,0.0001686822,0.00006922137,0.00009554828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001205055,0.000311675,0.01782307,0.0007063278,0.001375019,0.00004104841,0.001304541,0.06543503,0.608253,0.01940862,0.001520856,0.2837003],"study_design_scores_gemma":[0.01235999,0.01090854,0.05544231,0.003755892,0.002986465,0.0353095,0.02955724,0.03997545,0.5549908,0.003886454,0.2470527,0.003774569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1760385,0.0006366041,0.822069,0.000183465,0.0005935425,0.000155823,0.000003198797,0.00003138499,0.000288493],"genre_scores_gemma":[0.9624012,0.00003224045,0.03722869,0.00003074902,0.0002451221,0.00001325448,4.657099e-7,0.00002800258,0.00002025212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7863627,"threshold_uncertainty_score":0.3719942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007505207424892264,"score_gpt":0.2633258011180876,"score_spread":0.2558205936931953,"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."}}