{"id":"W2808181280","doi":"10.1016/j.athoracsur.2018.05.040","title":"Invited Commentary","year":2018,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Tricuspid valve; Endocarditis; Infective endocarditis; Surgery; Incidence (geometry); Complication; Mortality rate; Valve replacement; Retrospective cohort study; Internal medicine","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":[0.005524815,0.001277807,0.002204568,0.001345746,0.007993203,0.009287636,0.003219483,0.0882485,0.02475876],"category_scores_gemma":[0.06697668,0.001027121,0.001817644,0.0009344314,0.004223083,0.004233613,0.004063768,0.05440702,0.01584909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008708502,"about_ca_system_score_gemma":0.01066919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009156778,"about_ca_topic_score_gemma":0.01419154,"domain_scores_codex":[0.9913821,0.00216214,0.0007174858,0.00112089,0.002844016,0.00177344],"domain_scores_gemma":[0.9768649,0.009997521,0.001885444,0.0006377046,0.005500474,0.005113835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009173705,0.000004746157,0.0001212685,0.00002755052,0.000005687735,0.0004967926,0.00008585426,0.00001216535,0.00002048279,0.0007930184,0.9966749,0.001748372],"study_design_scores_gemma":[0.00004889714,0.00001721131,0.0004355354,0.0004168286,0.00002635824,0.0008660256,0.000435563,0.00009387083,0.00006914409,0.003638322,0.9939153,0.00003691333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000125198,0.001151763,0.00003324102,0.9373099,0.05665415,0.00001099939,0.00003562244,0.00001712515,0.004662021],"genre_scores_gemma":[0.001403769,0.0006398832,0.00004281194,0.9342725,0.05301105,0.00002807592,0.00002188746,0.00002161749,0.01055839],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0882485,"threshold_uncertainty_score":0.08282632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592380423178713,"score_gpt":0.4025157508883436,"score_spread":0.2432777085704723,"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."}}