{"id":"W1830000013","doi":"10.14740/cr428w","title":"Myopericarditis: A Diagnosis of Uncertainty","year":2015,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Pericarditis and Cardiac Tamponade","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myopericarditis; Medicine; Myocarditis; Etiology; Cardiology; Myocardial infarction; Internal medicine; Presentation (obstetrics); Pericarditis; Intensive care medicine; Viral Myocarditis; Hemopericardium; Radiology; Cardiac tamponade","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002149264,0.0001251847,0.0009765592,0.000229262,0.00006318388,0.000009091641,0.0001791476,0.000193875,0.00005873907],"category_scores_gemma":[0.001605982,0.0001028841,0.0003686174,0.0006008423,0.0008202008,0.0000426023,0.000193949,0.0004956323,0.0001387998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178164,"about_ca_system_score_gemma":0.0005429944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241594,"about_ca_topic_score_gemma":0.000001010075,"domain_scores_codex":[0.9973649,0.0007049826,0.0002612076,0.0003628283,0.0007509229,0.0005551514],"domain_scores_gemma":[0.9974959,0.0003357059,0.00003492339,0.000634536,0.001054561,0.0004443717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004094637,0.00009036444,0.6063945,0.0000737548,0.0007381543,0.0009185739,0.0004013583,0.0003062902,0.001971833,0.0008409324,0.3691849,0.01866985],"study_design_scores_gemma":[0.002566185,0.001783559,0.3018335,0.00009610123,0.0001598711,0.001108056,0.002501382,0.00004684459,0.001641326,0.000740019,0.6872711,0.0002520816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.84655,0.005926623,0.00007470921,0.001195618,0.0003621108,0.0004767422,0.00006746348,0.00005685026,0.1452899],"genre_scores_gemma":[0.9974246,0.0007563492,0.0001343372,0.0001300729,0.0007276044,0.0003237394,0.00004024059,0.0000225736,0.0004404765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3180862,"threshold_uncertainty_score":0.4195492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.206047649670355,"score_gpt":0.4399727441969978,"score_spread":0.2339250945266428,"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."}}