{"id":"W4306696319","doi":"10.1007/s10554-022-02730-9","title":"“Vascular inflammation and cardiovascular disease: review about the role of PET imaging”","year":2022,"lang":"en","type":"review","venue":"The International Journal of Cardiovascular Imaging","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Università degli Studi di Brescia","keywords":"Medicine; Inflammation; Positron emission tomography; Disease; Internal medicine; Aorta; PET-CT; Cardiology; Radiology; Pathophysiology; Pathology","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005066582,0.0005394577,0.002750037,0.0003688311,0.0002007224,0.00014134,0.001358456,0.00003333571,0.000225755],"category_scores_gemma":[0.0006925547,0.0003168215,0.01381089,0.0003537855,0.0003071005,0.0002916608,0.000536353,0.0008911873,0.000007384705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002368383,"about_ca_system_score_gemma":0.0008134501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004854379,"about_ca_topic_score_gemma":2.712796e-7,"domain_scores_codex":[0.9926341,0.001085722,0.001527278,0.0004434318,0.0040073,0.0003021216],"domain_scores_gemma":[0.9959895,0.0002736166,0.0009385807,0.001743648,0.0008288835,0.0002257754],"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":[0.00001977306,0.00004118559,0.0001203747,0.006345763,0.03638722,0.0003581269,0.00005902955,0.0001515344,7.400878e-7,0.00007228126,0.0004397728,0.9560042],"study_design_scores_gemma":[0.0006685704,0.00001320225,0.0001262278,0.0194952,0.05059732,0.01016778,0.000193045,0.00007472705,0.000003574868,0.00008629607,0.9183094,0.0002646856],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004067841,0.9967582,0.0001928404,0.0004934843,0.0006511102,0.001182001,0.0000549993,0.00002133047,0.0006053834],"genre_scores_gemma":[0.0008258832,0.9972891,0.00004224244,0.0002302515,0.001293629,0.00009923214,0.0001054222,0.00009598262,0.00001829439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9557395,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408662533571434,"score_gpt":0.2754038251341035,"score_spread":0.2613171997983891,"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."}}