{"id":"W4210462446","doi":"10.3390/antibiotics11020183","title":"Oral Vancomycin Prophylaxis for Primary and Secondary Prevention of Clostridioides difficile Infection in Patients Treated with Systemic Antibiotic Therapy: A Systematic Review, Meta-Analysis and Trial Sequential Analysis","year":2022,"lang":"en","type":"review","venue":"Antibiotics","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Sherbrooke; Cleveland Clinic; Wayne State University","keywords":"Clostridioides; Medicine; Meta-analysis; Vancomycin; Antibiotic prophylaxis; Antibiotics; Intensive care medicine; Internal medicine; Systemic antibiotics; Microbiology; Staphylococcus aureus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001561054,0.0007619866,0.0109854,0.002276508,0.0001325624,0.00006416904,0.0001704353,0.0003715109,0.00007888446],"category_scores_gemma":[0.0003011881,0.000508595,0.003070837,0.004869033,0.0001465275,0.0001007787,0.000141025,0.0006323222,9.218355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976074,"about_ca_system_score_gemma":0.0005504689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003280889,"about_ca_topic_score_gemma":0.0001280642,"domain_scores_codex":[0.9941313,0.001229131,0.002329875,0.0009955623,0.0008714123,0.0004426984],"domain_scores_gemma":[0.9964917,0.0005509394,0.001630966,0.0008613328,0.00031376,0.0001513416],"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":[0.002431473,0.00125917,0.00253419,0.7828273,0.1961551,0.00002154589,0.00002564707,0.000004194024,0.00001023247,0.000002524015,0.00001278407,0.01471579],"study_design_scores_gemma":[0.01221984,0.007308861,0.0004309816,0.03589377,0.9428336,0.00003561899,0.00002071817,0.00005206,0.0001708355,6.897898e-7,0.0004344354,0.0005985616],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1295715,0.8556957,0.00004806575,0.000005102024,0.00004266031,0.01406678,0.0005199866,0.00003073804,0.00001953403],"genre_scores_gemma":[0.06907662,0.9278539,0.00008224152,0.00001330803,0.00003853398,0.0001050455,0.002592672,0.00007961116,0.000158029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7469336,"threshold_uncertainty_score":0.9997365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07423611509795122,"score_gpt":0.3468578222473059,"score_spread":0.2726217071493546,"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."}}