{"id":"W4281729792","doi":"10.1136/heartjnl-2021-320652","title":"Clinical profile and outcome of recurrent infective endocarditis","year":2022,"lang":"en","type":"article","venue":"Heart","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Abbott Vascular; Novartis Pharma; European Association of Cardiovascular Imaging; Servier; Bayer; Gedeon Richter; Boston Scientific Corporation; European Society of Cardiology; Daiichi Sankyo Europe; Sanofi; Amgen; Pfizer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; ResMed","keywords":"Medicine; Endocarditis; Internal medicine; Infective endocarditis; Septic shock; Tricuspid valve; Cardiogenic shock; Propensity score matching; Surgery; Pediatrics; Sepsis; Myocardial infarction","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":[0.0006761905,0.0001984487,0.0004149438,0.0005472127,0.0002905872,0.0005784676,0.000275528,0.0004074997,0.001298877],"category_scores_gemma":[0.00369422,0.0001310943,0.0004092981,0.0004690442,0.0002607499,0.0004165161,0.0004469408,0.000395061,0.0002458896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921729,"about_ca_system_score_gemma":0.0001989233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006748761,"about_ca_topic_score_gemma":0.0007039245,"domain_scores_codex":[0.9992883,0.0001674495,0.0001271716,0.0001606037,0.0001233244,0.0001332294],"domain_scores_gemma":[0.9973879,0.0003109289,0.001638379,0.0001274008,0.0001729022,0.0003624753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008559194,0.00001824455,0.9984598,0.000006577929,0.00002410935,0.000146165,0.00002675797,0.00002533463,0.0001138312,0.00001010919,0.0000425624,0.001040808],"study_design_scores_gemma":[0.00000509017,0.0001145685,0.9981486,0.000007946818,0.00001493367,0.001346551,0.0001143255,0.0001223135,0.00003538411,0.00002460456,0.00006211644,0.000003584922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991981,0.0002955671,0.00004985882,0.00002982887,0.000003935397,0.000003669544,0.0001246947,0.000002489802,0.0002917992],"genre_scores_gemma":[0.9996437,0.00006999712,0.00002695275,0.00001115963,0.00001011925,0.000002154392,0.0001959721,9.724934e-7,0.00003900596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298877,"threshold_uncertainty_score":0.004345179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495188828944766,"score_gpt":0.3883118289775379,"score_spread":0.3387929460830613,"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."}}