{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01515107,0.002422015,0.02170972,0.006607639,0.0005861432,0.003110028,0.002168525,0.001910314,0.003400594],"category_scores_gemma":[0.03130643,0.00115076,0.0329993,0.00745886,0.000744429,0.001870282,0.001385718,0.001513363,0.0002570763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020572,"about_ca_system_score_gemma":0.005379616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005115551,"about_ca_topic_score_gemma":0.01231152,"domain_scores_codex":[0.9889297,0.005298232,0.003393829,0.0009103919,0.001162612,0.0003052],"domain_scores_gemma":[0.9821316,0.01273331,0.003128301,0.0004943407,0.001285695,0.0002267972],"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":[0.002265786,0.00003717422,0.002034387,0.6035556,0.3775757,0.00009874884,0.00008551103,0.0005295291,0.0001813917,0.0001561254,0.0004833489,0.01299673],"study_design_scores_gemma":[0.0009179446,0.0003023907,0.002036567,0.04522746,0.9494054,0.00007185394,0.00004531979,0.0002635675,0.000101078,0.0001931728,0.001410783,0.00002445582],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005202724,0.992342,0.0006133143,0.0001452413,0.0001311197,0.000807444,0.0004824451,0.00002646248,0.0002492932],"genre_scores_gemma":[0.1545742,0.8363747,0.003705876,0.0007252566,0.0002174623,0.002956494,0.001055041,0.00003106209,0.0003599081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02170972,"threshold_uncertainty_score":0.08012748,"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."}}