{"id":"W4417455197","doi":"10.69598/sehs.19.25050012","title":"Effects of fluoroquinolone on mitral and aortic regurgitation: A systematic review and meta-analysis","year":2025,"lang":"","type":"article","venue":"Science, Engineering and Health Studies","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mitral regurgitation; Mitral valve; Aortic valve; Regurgitation (circulation); Amoxicillin; Endocarditis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001831386,0.0002762606,0.002975397,0.0006822047,0.000303004,0.00003315678,0.00008414675,0.00003616343,0.000001686844],"category_scores_gemma":[0.0006929433,0.000194745,0.0002119001,0.001807301,0.0005631705,0.00005444305,0.0001154503,0.0001664398,4.66735e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005005454,"about_ca_system_score_gemma":0.0001193573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001169135,"about_ca_topic_score_gemma":0.000001044601,"domain_scores_codex":[0.9979307,0.00005303558,0.0008088227,0.0004748076,0.0003307989,0.0004018089],"domain_scores_gemma":[0.9986037,0.0004726212,0.0002459022,0.0002344005,0.0002210543,0.0002223261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000008488566,0.00007642127,0.0001095197,0.9462572,0.04914826,0.0000041034,0.001235379,0.0001285049,0.0001414779,0.002664953,0.0001159572,0.0001097591],"study_design_scores_gemma":[0.001175679,0.001113859,0.0274722,0.05081856,0.9084584,0.000009522162,0.0005127407,0.009429628,0.0005542965,0.00004891317,0.00003368573,0.0003724998],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02652911,0.9634173,0.000190535,0.00817097,0.0001470194,0.001497362,0.000005718754,0.00001846529,0.00002349631],"genre_scores_gemma":[0.7448848,0.253576,0.0003305277,0.0009454502,0.00001106422,0.00002249646,4.769103e-7,0.000005740464,0.0002233938],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8954386,"threshold_uncertainty_score":0.7941472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979966591253131,"score_gpt":0.3970287227200268,"score_spread":0.3472290568074955,"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."}}