{"id":"W4295857819","doi":"10.1053/j.ro.2022.08.002","title":"Letter from the Guest Editor - Aortic and Vascular Imaging","year":2022,"lang":"en","type":"letter","venue":"Seminars in Roentgenology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606607,0.001156198,0.001438437,0.00112874,0.00315732,0.003801064,0.001370703,0.0343392,0.01267578],"category_scores_gemma":[0.01353862,0.0008867313,0.001081045,0.0007656143,0.001756708,0.00248663,0.001185248,0.02274757,0.007244294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361266,"about_ca_system_score_gemma":0.002394143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250455,"about_ca_topic_score_gemma":0.003328554,"domain_scores_codex":[0.9983973,0.0005090978,0.0001449899,0.000228736,0.0003940337,0.0003257759],"domain_scores_gemma":[0.996256,0.001526346,0.000288612,0.0001426115,0.0006344535,0.001151968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008338685,0.00005157929,0.001644544,0.0000524742,0.0000212425,0.03211665,0.0001330305,0.0001089093,0.0001961142,0.001600481,0.9605545,0.003437093],"study_design_scores_gemma":[0.0002558015,0.000125595,0.00479138,0.000572237,0.00007504831,0.05680944,0.001001526,0.001437278,0.0004172551,0.009549529,0.924869,0.00009589328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001692717,0.002177962,0.0001104614,0.925467,0.05858095,0.00002228279,0.0000819897,0.00004745657,0.01181919],"genre_scores_gemma":[0.02653957,0.003599294,0.0004092678,0.7157549,0.2217611,0.0000586756,0.00009634216,0.00009867878,0.03168214],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0343392,"threshold_uncertainty_score":0.04240465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007183404851882252,"score_gpt":0.2418190362701695,"score_spread":0.2346356314182872,"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."}}