{"id":"W2610295695","doi":"10.1016/j.echo.2017.03.007","title":"Diagnostic Accuracy of Transthoracic Echocardiography for Infective Endocarditis Findings Using Transesophageal Echocardiography as the Reference Standard: A Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Journal of the American Society of Echocardiography","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Queen's University; Women's College Hospital; University Health Network; University of Toronto; Sinai Health System","funders":"","keywords":"Medicine; Endocarditis; Meta-analysis; Internal medicine; Infective endocarditis; Likelihood ratios in diagnostic testing; Cardiology; Diagnostic accuracy; Positive predicative value; Radiology; Predictive value","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":[0.005650033,0.001866262,0.008054018,0.00235311,0.0004193652,0.002081553,0.001608586,0.001894083,0.001966162],"category_scores_gemma":[0.01519193,0.0009733986,0.02194754,0.003289826,0.0004682459,0.001533666,0.0009254492,0.002063249,0.0002614754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006314005,"about_ca_system_score_gemma":0.0008971056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935513,"about_ca_topic_score_gemma":0.00613719,"domain_scores_codex":[0.9956702,0.001444867,0.001322491,0.0009279953,0.0004648948,0.0001695659],"domain_scores_gemma":[0.9886281,0.008703482,0.001384623,0.0004259059,0.0007197749,0.0001381607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005958908,0.00008680311,0.06632206,0.08082204,0.8119015,0.0002367444,0.0001493017,0.0007542488,0.0005446636,0.0001458122,0.001200195,0.03187782],"study_design_scores_gemma":[0.0005769081,0.0002553236,0.0244963,0.004019483,0.9682336,0.0001895926,0.00007779759,0.0003780129,0.0001768678,0.0002329044,0.001318129,0.00004493952],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02533119,0.9728729,0.0006166308,0.0001959577,0.0002236464,0.00003770332,0.0004316998,0.00001584236,0.0002745269],"genre_scores_gemma":[0.4943452,0.4990654,0.002586725,0.001217812,0.0007688433,0.0001915694,0.001309499,0.00004693048,0.0004679942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008054018,"threshold_uncertainty_score":0.02988058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1879107492954722,"score_gpt":0.4408445594114082,"score_spread":0.252933810115936,"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."}}