{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222199,0.0002350027,0.001069656,0.0004901573,0.0001383701,0.00005265406,0.0001715226,0.00006974119,0.00002015639],"category_scores_gemma":[0.0004515805,0.0002186032,0.002925714,0.0006260272,0.0001263885,0.0001432493,0.0002033199,0.0007051178,0.00004405862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653006,"about_ca_system_score_gemma":0.0001386148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003739549,"about_ca_topic_score_gemma":0.00000298465,"domain_scores_codex":[0.9968339,0.001147633,0.0008386375,0.0004299101,0.0003971615,0.00035277],"domain_scores_gemma":[0.9980105,0.0002164283,0.00012707,0.0007394389,0.0007278855,0.0001786742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001598883,0.0001709719,0.9220785,0.00007912941,0.005164415,0.0008034889,0.000240908,0.0001408863,0.00001772485,0.0004384427,0.008248812,0.06260075],"study_design_scores_gemma":[0.002308879,0.0002996316,0.8180571,0.0004509038,0.001369469,0.0003088579,0.0001638691,7.325983e-7,0.0002432277,0.00006137256,0.1765991,0.0001368821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239695,0.01388855,0.002654377,0.000343256,0.001168382,0.001079175,0.0000626473,0.00005998473,0.05677414],"genre_scores_gemma":[0.9885173,0.009611905,0.0004831869,0.0007591056,0.0004690377,0.00007907639,0.00001926546,0.00004211807,0.00001899551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1683503,"threshold_uncertainty_score":0.8914378,"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."}}