{"id":"W2977957472","doi":"10.1055/s-0039-1694756","title":"Top-Ten Tips for Dual-Energy CT in MSK Radiology","year":2019,"lang":"en","type":"review","venue":"Seminars in Musculoskeletal Radiology","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Radiology; Dual energy; Medical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005978484,0.000947115,0.003502201,0.0009299691,0.00004752255,0.00001446239,0.0006378751,0.000785461,0.0000554298],"category_scores_gemma":[0.000221465,0.0009191074,0.0007904777,0.0006423302,0.0002080111,0.0001663788,0.0001324028,0.00118245,0.00007096654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005886245,"about_ca_system_score_gemma":0.0001376981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001855748,"about_ca_topic_score_gemma":0.00004541199,"domain_scores_codex":[0.9959324,0.0003675892,0.001283126,0.0009561635,0.0001218734,0.001338861],"domain_scores_gemma":[0.9976797,0.001184543,0.0002173913,0.0007686028,0.00002687656,0.0001228951],"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":[0.00001378897,0.00003785303,0.00006771873,0.01101498,0.0001614295,0.0002286388,0.00006097461,0.002553731,0.00001020307,0.002022857,0.002248942,0.9815789],"study_design_scores_gemma":[0.0006859576,0.0001861354,0.00001285822,0.003692157,0.0001880378,0.001530727,0.00004657691,0.001250197,0.000002570286,0.001086096,0.9903313,0.0009874034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003715476,0.9909857,0.002827574,0.00002226011,0.002344506,0.000977714,0.00007590876,0.0001799785,0.002214837],"genre_scores_gemma":[0.0005166426,0.9950804,0.001502234,0.000054547,0.0005513103,0.0008470304,0.0005865517,0.0002337342,0.0006275531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9880823,"threshold_uncertainty_score":0.9993259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537497942887139,"score_gpt":0.3002967795532542,"score_spread":0.2849218001243828,"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."}}