{"id":"W4399990106","doi":"10.2139/ssrn.4852800","title":"Improved Diagnosis of Covid-19 Vaccine-Associated Myocarditis with Cardiac Scarring Identified by Cardiac Magnetic Resonance Imaging","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Myocarditis; Coronavirus disease 2019 (COVID-19); Cardiac magnetic resonance; Medicine; Magnetic resonance imaging; Cardiac magnetic resonance imaging; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Cardiology; Internal medicine; Virology; Radiology; Disease; Outbreak; Infectious disease (medical specialty)","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":[0.0007090005,0.0008319042,0.0006277784,0.0009152343,0.0005542033,0.0006836206,0.000475005,0.001447789,0.002564658],"category_scores_gemma":[0.003243804,0.0002815011,0.0004309466,0.0002670079,0.0005116243,0.001047876,0.0004432694,0.001642314,0.001037712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000420457,"about_ca_system_score_gemma":0.0003131719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000613087,"about_ca_topic_score_gemma":0.000583767,"domain_scores_codex":[0.9995325,0.00007844461,0.00005643432,0.0001047445,0.00009180695,0.0001361237],"domain_scores_gemma":[0.9990816,0.0003048342,0.00009989689,0.0001053714,0.0001798034,0.0002284115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.002743691,0.0006662341,0.2769048,0.0003732688,0.0001308623,0.5796083,0.0005604331,0.0007920779,0.04999137,0.001263939,0.008431902,0.07853314],"study_design_scores_gemma":[0.0001955836,0.001707422,0.2239477,0.0004152331,0.0002757902,0.735136,0.0006219333,0.008682065,0.01182516,0.003237081,0.01388248,0.00007355081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490518,0.007055679,0.009250436,0.007839513,0.001566928,0.0002156395,0.0004368115,0.000298395,0.02428477],"genre_scores_gemma":[0.9929873,0.001262048,0.002392192,0.0008471046,0.001223391,0.00001429575,0.000344846,0.00002920694,0.0008996225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002564658,"threshold_uncertainty_score":0.008579671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008709789369932818,"score_gpt":0.2849268821040101,"score_spread":0.2762170927340772,"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."}}