{"id":"W4417224019","doi":"10.1016/j.cjca.2025.12.009","title":"The Evolving Landscape of Infective Endocarditis: Past, Present, and Future","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Edwards Lifesciences","keywords":"Multidisciplinary approach; Infective endocarditis; Disease; Disease management; MEDLINE; Clinical Practice; Multidisciplinary team","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001240196,0.0006628055,0.001471197,0.003253266,0.0004815809,0.001939079,0.0009559729,0.001620601,0.002946775],"category_scores_gemma":[0.00243477,0.0002601403,0.000653528,0.003469879,0.0008786223,0.002079871,0.0007734969,0.002046092,0.0007731226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195601,"about_ca_system_score_gemma":0.004346893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008222598,"about_ca_topic_score_gemma":0.01730754,"domain_scores_codex":[0.9995219,0.0001085175,0.00007911219,0.00006601674,0.0001758039,0.00004881287],"domain_scores_gemma":[0.9984233,0.0007375639,0.0002061081,0.00002930075,0.0004605646,0.0001430396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006442176,0.00003741961,0.0006019668,0.02829991,0.000138873,0.0002313774,0.0002492482,0.000355792,0.0004536179,0.006598396,0.04761975,0.9153492],"study_design_scores_gemma":[0.00001191227,0.00006058109,0.002338534,0.02112321,0.0001853283,0.001685994,0.0004236777,0.0001293736,0.00009643641,0.003820004,0.9700879,0.00003701179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006226833,0.998317,0.00003437203,0.001067543,0.0001635839,0.000001232983,0.000009175939,0.000003068297,0.0003418034],"genre_scores_gemma":[0.0005415288,0.9987255,0.00008390186,0.0003369189,0.0001825138,0.000001661018,0.0000125462,7.354923e-7,0.0001146837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008222598,"threshold_uncertainty_score":0.01634949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138499306693842,"score_gpt":0.2879309325477382,"score_spread":0.274081001878354,"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."}}