{"id":"W3103940138","doi":"10.1161/circheartfailure.120.007405","title":"Management of Acute Myocarditis and Chronic Inflammatory Cardiomyopathy","year":2020,"lang":"en","type":"review","venue":"Circulation Heart Failure","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":778,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"Regione del Veneto; National Heart, Lung, and Blood Institute; Bundesministerium für Bildung und Forschung; Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Myocarditis; Medicine; Cardiomyopathy; Inflammation; Dilated cardiomyopathy; Disease; Etiology; Fibrosis; Cardiology; Intensive care medicine; Heart failure; Viral Myocarditis; Myocardial fibrosis; Internal medicine; 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":[0.0001508907,0.0002218396,0.001229614,0.0002302309,0.00007934716,0.00001684202,0.00005674066,0.0002818893,0.00007685271],"category_scores_gemma":[0.000007899264,0.0001984126,0.0004342466,0.0003857913,0.0001235022,0.00007161508,0.000109105,0.000462445,0.000107175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867539,"about_ca_system_score_gemma":0.0002594799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004352951,"about_ca_topic_score_gemma":3.694367e-7,"domain_scores_codex":[0.9987155,0.000113808,0.0004192301,0.0003310986,0.0002074882,0.000212906],"domain_scores_gemma":[0.9993142,0.00002308069,0.0001177697,0.0003674125,0.00008570102,0.00009185024],"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":[0.000006094687,0.00001859314,0.000527297,0.02603824,0.003248241,0.0001190303,0.00002175139,0.000001489288,0.0000206537,0.000547423,0.00135763,0.9680936],"study_design_scores_gemma":[0.0003385443,0.0001257326,0.002152312,0.005135348,0.00214396,0.0004281661,0.00001478133,0.00001438101,0.000001743666,0.0000119981,0.9894953,0.0001377612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001429451,0.9976497,0.00008424852,0.0003165644,0.0001054195,0.001192156,0.0000337355,0.00005040109,0.0004248782],"genre_scores_gemma":[0.001953256,0.997243,0.0001398227,0.00001453894,0.0001824555,0.0001223833,0.0001826361,0.00003790948,0.0001239947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9881377,"threshold_uncertainty_score":0.8091033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264138660770026,"score_gpt":0.3271140592603808,"score_spread":0.3007001931833782,"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."}}