{"id":"W4409701850","doi":"10.1093/ehjacc/zuaf044.202","title":"Clinical implications in early diagnosis of infective endocarditis","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Acute Cardiovascular Care","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Medicine; Infective endocarditis; Endocarditis; Internal medicine; Cardiology; Intensive care 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":[0.001528241,0.0003116296,0.0003527288,0.001023473,0.0005192677,0.001298262,0.000367557,0.000672532,0.003868999],"category_scores_gemma":[0.01028036,0.0001691488,0.0003015332,0.0009876518,0.0005273796,0.0007828861,0.0006164905,0.0009631509,0.0006061167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003675224,"about_ca_system_score_gemma":0.0006694944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057427,"about_ca_topic_score_gemma":0.0008940916,"domain_scores_codex":[0.9982114,0.0006730075,0.0002879003,0.0002544067,0.0003181179,0.0002552846],"domain_scores_gemma":[0.9887452,0.004595288,0.004899285,0.0001848043,0.0007745483,0.0008009106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002663252,0.00006774761,0.9803951,0.0001739326,0.00002604476,0.003116288,0.0001966439,0.00008773557,0.0006220764,0.0001598043,0.0007178084,0.01417036],"study_design_scores_gemma":[0.00001528271,0.0002660411,0.9757202,0.0002932098,0.00005686398,0.01875889,0.001076165,0.0004194551,0.0004059658,0.0006620449,0.002305501,0.00002041619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720097,0.01678075,0.001348527,0.002372046,0.0002878841,0.00002730771,0.0005122834,0.00003047285,0.006631204],"genre_scores_gemma":[0.9976373,0.001249855,0.0004187838,0.0001649558,0.0002196953,0.000007242907,0.000125016,0.00000345388,0.0001737333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003868999,"threshold_uncertainty_score":0.01294309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070221527961355,"score_gpt":0.3424774241065487,"score_spread":0.3117752088269352,"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."}}