{"id":"W4386117182","doi":"10.1148/rg.230044","title":"Imaging Acute and Chronic Cardiac Complications of COVID-19 and after COVID-19 Vaccination","year":2023,"lang":"en","type":"article","venue":"Radiographics","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Myocarditis; Myocardial infarction; Internal medicine; Cardiology; Myopericarditis; Vaccination; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003415775,0.000087138,0.0001957366,0.0007736558,0.000209576,0.00001883378,0.00004196347,0.00006872302,0.0000299932],"category_scores_gemma":[0.0001538871,0.00008177871,0.00007762305,0.001163115,0.000262169,0.00008302389,0.00006226504,0.0001848254,0.000004577249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008725928,"about_ca_system_score_gemma":0.0002155375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001342258,"about_ca_topic_score_gemma":0.0000316106,"domain_scores_codex":[0.9992598,0.00006936095,0.0001596369,0.0002086812,0.0001170484,0.0001854761],"domain_scores_gemma":[0.9992673,0.0001498457,0.000043276,0.0002423066,0.00008157778,0.0002156534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008182086,0.00005615598,0.9759307,0.000483571,0.0004068818,0.00003097508,0.0004645368,0.00001065882,0.009030903,0.002262121,0.005178712,0.006062974],"study_design_scores_gemma":[0.001423912,0.0002341045,0.9453021,0.00002293031,0.0002240873,0.000128702,0.000218294,0.001956284,0.0001616603,0.000940988,0.04926353,0.0001234216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589987,0.01352042,0.002440517,0.02345684,0.00011831,0.0007403889,0.0001294414,0.0001939725,0.0004014308],"genre_scores_gemma":[0.9825099,0.01645217,0.00008764732,0.0006084479,0.00003553461,0.00009352291,0.00008934049,0.00001309149,0.0001104226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04408482,"threshold_uncertainty_score":0.3334839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889623150489973,"score_gpt":0.3647144064391296,"score_spread":0.3358181749342298,"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."}}