{"id":"W4223451229","doi":"10.1161/circulationaha.121.056817","title":"Prevalence, Characteristics, and Outcomes of COVID-19–Associated Acute Myocarditis","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"National Institute for Health and Care Research","keywords":"Medicine; Myocarditis; Pneumonia; Retrospective cohort study; Chest pain; Cohort; Internal medicine; Magnetic resonance imaging; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000219373,0.00004388439,0.0001539367,0.0001106426,0.0001750899,0.000005007816,0.00002511809,0.00003334351,0.0003505456],"category_scores_gemma":[0.0003007298,0.00004337818,0.00004195638,0.0001455373,0.00006689816,0.00004232115,0.0000475786,0.0001235526,0.000003261801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165234,"about_ca_system_score_gemma":0.00007888537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004194398,"about_ca_topic_score_gemma":5.235595e-7,"domain_scores_codex":[0.9994521,0.00008017538,0.0001399804,0.0001037062,0.0001385164,0.00008557315],"domain_scores_gemma":[0.9996703,0.000043611,0.00007088407,0.0001112647,0.00005922432,0.00004476906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002236578,0.00006247868,0.9930832,0.00003887844,0.0001715808,0.000006325912,0.0001291412,0.000008428482,0.004249717,0.0001759634,0.0001454619,0.001906461],"study_design_scores_gemma":[0.0005945134,0.0001177133,0.9975724,0.000004516698,0.00009415734,0.00003221145,0.0000485328,0.0004658629,0.00003404833,0.0001225084,0.0008761353,0.0000374447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981521,0.0001719509,0.0001628137,0.0007777629,0.0001062236,0.0002116407,0.00008161385,0.00002751666,0.0003083676],"genre_scores_gemma":[0.999145,0.0001145774,0.00001022499,0.0002068998,0.00001142751,0.00002943487,0.0001277198,0.000005748396,0.0003489565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004489158,"threshold_uncertainty_score":0.3838228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089329773959375,"score_gpt":0.3321399687636941,"score_spread":0.3012466710241004,"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."}}