{"id":"W2134076385","doi":"10.1148/radiol.14132232","title":"CT Angiography after 20 Years: A Transformation in Cardiovascular Disease Characterization Continues to Advance","year":2014,"lang":"en","type":"review","venue":"Radiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Angiography; Disease; Radiology; Cardiology; 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":[0.0002488839,0.0002310286,0.00166868,0.0004894012,0.00001063216,0.00001155607,0.00006239268,0.0001006918,0.000009223691],"category_scores_gemma":[0.0001766673,0.0002118157,0.001430481,0.0003497255,0.0000407498,0.0000494484,0.00001278213,0.0001846695,0.00007956466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006554979,"about_ca_system_score_gemma":0.00007675518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008135965,"about_ca_topic_score_gemma":0.00000136073,"domain_scores_codex":[0.9987008,0.0002129452,0.000389334,0.0003270552,0.0001262271,0.0002436171],"domain_scores_gemma":[0.999196,0.00009983198,0.0000671087,0.0004371521,0.00003665298,0.0001632343],"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":[0.00005457385,0.0000326051,0.002806355,0.004852972,0.0005615899,0.0003060249,0.0001089162,0.000008099547,7.879304e-7,0.00002055704,0.0002919011,0.9909556],"study_design_scores_gemma":[0.0003846818,0.00003925239,0.02701769,0.004022156,0.002074694,0.0001179987,0.000001642507,0.000005308521,1.535553e-7,0.000005026408,0.9661394,0.0001920041],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006281786,0.9949992,0.002524269,0.00007668394,0.0003833405,0.001059455,0.000163918,0.00004838598,0.0001165292],"genre_scores_gemma":[0.001949278,0.9949436,0.0001024136,0.0003018861,0.0004672443,0.0004537743,0.001704167,0.00004078141,0.00003691941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9907636,"threshold_uncertainty_score":0.8637592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008830941164204189,"score_gpt":0.2751248003761255,"score_spread":0.2662938592119213,"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."}}