{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009863357,0.000226529,0.0003208818,0.0006472117,0.0005977523,0.000652823,0.0003142908,0.0004338119,0.000840343],"category_scores_gemma":[0.003634779,0.0001418986,0.0004060095,0.0004439168,0.0002837153,0.0006368564,0.0007071627,0.0008102561,0.0002302442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159761,"about_ca_system_score_gemma":0.0003990373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538936,"about_ca_topic_score_gemma":0.004405359,"domain_scores_codex":[0.9996011,0.00008793946,0.0000540684,0.00005348958,0.00007775165,0.0001257009],"domain_scores_gemma":[0.9967242,0.0004407235,0.001590656,0.0001167469,0.0003859845,0.0007417171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006374335,0.00002978913,0.9986961,0.000004334642,0.00001673908,0.0001437326,0.00007591906,0.00002639982,0.00009734191,0.000006293943,0.00003806449,0.0008013566],"study_design_scores_gemma":[0.000002494427,0.000236586,0.9989282,0.000006124705,0.00001286266,0.0004149601,0.0001823683,0.00005566748,0.0000512386,0.00001404239,0.00009012281,0.000005272695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994253,0.0001846126,0.00004000295,0.00003448329,0.000005192547,0.000002732861,0.0001139741,0.000001729019,0.0001920909],"genre_scores_gemma":[0.9994381,0.00008604673,0.00002548835,0.00001432512,0.000009130275,0.000004125432,0.0003194519,8.295664e-7,0.0001025126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002538936,"threshold_uncertainty_score":0.0052163,"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."}}