{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004237,0.00007947736,0.0003703133,0.00007372266,0.00007915994,0.000004249391,0.00002437233,0.00001971451,0.0006287183],"category_scores_gemma":[0.0001736572,0.00007471499,0.0001656278,0.0001027586,0.00006811942,0.00002874409,0.0001862004,0.000232049,0.00001824989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005621051,"about_ca_system_score_gemma":0.00002751414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004247596,"about_ca_topic_score_gemma":0.000001957996,"domain_scores_codex":[0.9989455,0.0001658151,0.0003033935,0.0002129503,0.0002302137,0.0001421686],"domain_scores_gemma":[0.9994804,0.0001530798,0.00006499112,0.000175212,0.00005452461,0.00007181721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001851741,0.0003050941,0.9491085,0.00005371851,0.00008839921,0.00002707816,0.00005433979,0.00000186316,0.00002970215,0.001432737,0.03293164,0.01594833],"study_design_scores_gemma":[0.0009268266,0.001090702,0.8102576,0.00001580918,0.0000617222,0.0000568224,0.00009311741,0.00001657131,0.0001170281,0.00007437517,0.1872323,0.00005717955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810877,0.0003626693,0.0000477752,0.0002414382,0.0007812611,0.0007307475,0.00005462299,0.00003474172,0.01665908],"genre_scores_gemma":[0.9983267,0.0001206924,0.0002890094,0.0007975122,0.0001267408,0.000251288,0.0000184229,0.00001159695,0.00005805229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1543007,"threshold_uncertainty_score":0.6884025,"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."}}