{"id":"W3084150201","doi":"10.1101/2020.09.08.20191007","title":"Global, regional, and national burden of myocarditis and cardiomyopathy, 1990-2017","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Institute for Health Metrics and Evaluation","keywords":"Medicine; Cardiomyopathy; Myocarditis; Alcoholic cardiomyopathy; Demography; Mortality rate; Internal medicine; Age groups; Pediatrics; Heart failure","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":[0.001119715,0.0006436917,0.0004166176,0.002422353,0.0002151294,0.0008727018,0.0004011423,0.0003130814,0.002583442],"category_scores_gemma":[0.002772187,0.0002344401,0.0009804023,0.003066486,0.0004262481,0.0009859839,0.001323216,0.0006311201,0.0006845353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629689,"about_ca_system_score_gemma":0.003022525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06573607,"about_ca_topic_score_gemma":0.05201166,"domain_scores_codex":[0.9990663,0.0001931117,0.0001410713,0.0001512245,0.0002290244,0.0002192995],"domain_scores_gemma":[0.9985103,0.0001135095,0.0006532867,0.00004302512,0.0004902513,0.0001896513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002023345,0.00003609429,0.9187165,0.002095159,0.0007734239,0.0002311204,0.0004701533,0.001553119,0.0003711031,0.001340078,0.02923353,0.04497732],"study_design_scores_gemma":[0.00003333584,0.00005225213,0.9706731,0.001414798,0.0003219567,0.0005290174,0.0007255646,0.0006476904,0.0001515135,0.0005589279,0.02487292,0.000018867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5950211,0.1125789,0.00281837,0.007773677,0.0008308877,0.0002449508,0.2629339,0.0001884926,0.01760982],"genre_scores_gemma":[0.8411207,0.0506645,0.002296562,0.001426309,0.0008544017,0.0002944469,0.1017395,0.00005671026,0.001546891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06573607,"threshold_uncertainty_score":0.1307068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06552151105167892,"score_gpt":0.3430736246171632,"score_spread":0.2775521135654843,"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."}}