{"id":"W2107961487","doi":"10.1128/aac.05411-11","title":"Seasonal Variations in Clostridium difficile Infections Are Associated with Influenza and Respiratory Syncytial Virus Activity Independently of Antibiotic Prescriptions: a Time Series Analysis in Québec, Canada","year":2011,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Centre hospitalier universitaire de Québec; McGill University Health Centre; Institut National de Santé Publique du Québec","funders":"","keywords":"Incidence (geometry); Diarrhea; Virus; Clostridium difficile; Respiratory system; Medicine; Medical prescription; Antibiotics; Influenza A virus; Internal medicine; Virology; Biology; Microbiology; Pharmacology","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":[0.0008674523,0.0004129698,0.000466182,0.0008405273,0.0009169258,0.0009305018,0.0008882724,0.000452365,0.00159145],"category_scores_gemma":[0.001886062,0.000243751,0.0008132523,0.002341539,0.000390938,0.0002388168,0.0004162845,0.0005795021,0.0001709152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01335881,"about_ca_system_score_gemma":0.01169695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903567,"about_ca_topic_score_gemma":0.9874199,"domain_scores_codex":[0.9993974,0.00008804355,0.00005044712,0.0001361368,0.0001421003,0.0001859232],"domain_scores_gemma":[0.9979201,0.0003267719,0.0004460329,0.0001024627,0.000795547,0.0004092213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150269,0.0000442092,0.9943486,0.00001702092,0.0001688861,0.0001109172,0.000133101,0.001388991,0.0002906279,0.00006141475,0.0006541561,0.002667008],"study_design_scores_gemma":[0.000006442707,0.0000240004,0.9933434,0.000009053135,0.00003922648,0.0000238236,0.0002090279,0.005918764,0.00003961883,0.000009857666,0.0003689679,0.000007866101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956476,0.0003801221,0.0003119085,0.0001676442,0.00001166725,0.00002126655,0.002893448,0.00001435606,0.0005520031],"genre_scores_gemma":[0.9971036,0.0001468146,0.0001930229,0.00003322494,0.000004026517,0.000009016489,0.001988532,0.000004541551,0.0005171726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335881,"threshold_uncertainty_score":0.09692538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373669852310331,"score_gpt":0.256310471663931,"score_spread":0.2325737731408277,"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."}}