{"id":"W4402149237","doi":"10.3390/microorganisms12091809","title":"Longitudinal Outcomes Following Mitral Valve Repair for Infective Endocarditis","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Infective endocarditis; Mitral valve repair; Medicine; Mitral valve; Endocarditis; Surgery; Cardiology; Debridement (dental); Internal medicine; Mitral regurgitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002333793,0.0002880151,0.0005232606,0.0001955158,0.000149796,0.0001043438,0.00007063973,0.00009001682,0.0001697184],"category_scores_gemma":[0.0001711118,0.000249688,0.003721225,0.00022264,0.00004793025,0.0001652204,0.00008207828,0.0001971588,0.0002140568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003146589,"about_ca_system_score_gemma":0.00008861471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006364067,"about_ca_topic_score_gemma":0.00001533183,"domain_scores_codex":[0.9984012,0.0000348153,0.000284303,0.0005789955,0.0002297937,0.000470948],"domain_scores_gemma":[0.9991964,0.0002708565,0.00003436346,0.000296282,0.00008583035,0.0001162518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002242119,0.0004879769,0.8083998,0.0008187963,0.02075112,0.001868554,0.001124513,0.000009408311,0.01566897,0.01664199,0.1210961,0.01311033],"study_design_scores_gemma":[0.001611895,0.0005196607,0.8870877,0.0002459216,0.002267149,0.0001101618,0.00013488,0.00001457275,0.01780283,0.0009963694,0.08887707,0.000331792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621115,0.00385199,0.01791346,0.0004392817,0.004301439,0.002127381,0.0001204086,0.001227594,0.00790689],"genre_scores_gemma":[0.9948297,0.00004780348,0.003079043,0.0007671867,0.0004280503,0.0003321388,0.00007992483,0.00008994435,0.0003462156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07868792,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709362294262425,"score_gpt":0.3076495665995083,"score_spread":0.290555943656884,"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."}}