{"id":"W2514102387","doi":"10.1093/cid/ciw595","title":"Efficacy of Oral Vancomycin in Preventing Recurrent <i>Clostridium difficile</i> Infection in Patients Treated With Systemic Antimicrobial Agents","year":2016,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Clostridium difficile; Vancomycin; Antimicrobial; Microbiology; Anti-Infective Agents; Antibiotics; Intensive care medicine; Bacteria; Staphylococcus aureus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001802175,0.0003963666,0.001133774,0.0004700681,0.0008971453,0.001785544,0.001100124,0.01398023,0.00242767],"category_scores_gemma":[0.02078054,0.0003679303,0.0008581395,0.0006210015,0.0007999045,0.001170088,0.000433703,0.01181721,0.001440804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796695,"about_ca_system_score_gemma":0.00121568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912642,"about_ca_topic_score_gemma":0.003626553,"domain_scores_codex":[0.9982943,0.0008032898,0.0003105417,0.0001363479,0.0002938653,0.0001617674],"domain_scores_gemma":[0.9924296,0.004272558,0.001183485,0.0001687872,0.001121649,0.0008239507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001348317,0.0002476147,0.01545713,0.0006107299,0.0002493373,0.01036037,0.0002265142,0.0002444338,0.0005615645,0.001626971,0.9223995,0.04666749],"study_design_scores_gemma":[0.003316766,0.002458848,0.03994223,0.003958289,0.001129144,0.03793137,0.001341415,0.002797956,0.002029774,0.006828192,0.8979763,0.0002896423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.006937378,0.01175521,0.00009527685,0.9419883,0.03448952,0.00001411003,0.0001261824,0.00003226765,0.004561833],"genre_scores_gemma":[0.05042905,0.009370378,0.0002931287,0.7418213,0.1943598,0.00002904889,0.0001095322,0.00002521323,0.003562567],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01398023,"threshold_uncertainty_score":0.01303595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428266786308445,"score_gpt":0.3366750381910664,"score_spread":0.3023923703279819,"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."}}