{"id":"W2130111166","doi":"10.1086/676023","title":"Strategies to Prevent <i>Clostridium difficile</i> Infections in Acute Care Hospitals: 2014 Update","year":2014,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Clostridium difficile; Clostridium Infections; Medicine; Acute care; Clostridium; Cross infection; Medical emergency; C difficile; Intensive care medicine; Microbiology; Health care; Bacteria; Antibiotics; Political science; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004945899,0.001103936,0.001339955,0.002743915,0.0004513672,0.002351283,0.001353781,0.002336279,0.005383184],"category_scores_gemma":[0.01203226,0.0004127094,0.001544717,0.002172288,0.0004903019,0.002299981,0.001529515,0.002834342,0.00130765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003529979,"about_ca_system_score_gemma":0.009628136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02190353,"about_ca_topic_score_gemma":0.03749236,"domain_scores_codex":[0.9984139,0.0004940499,0.0003311832,0.0001221545,0.0004297479,0.000208836],"domain_scores_gemma":[0.9915011,0.002368569,0.001311899,0.0001347596,0.003666896,0.001016808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001185646,0.0003887314,0.005453524,0.006140992,0.0002222048,0.00009347659,0.0001375971,0.0006029363,0.0002130261,0.001824214,0.2458261,0.7389787],"study_design_scores_gemma":[0.0002693092,0.0006724474,0.03691663,0.04279324,0.001180718,0.0005646091,0.00110719,0.0008407814,0.0007519937,0.001695158,0.9131277,0.00008038925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005750706,0.8189459,0.002496552,0.147106,0.00620373,0.0001699146,0.001482284,0.0003980134,0.01744694],"genre_scores_gemma":[0.02480884,0.9278595,0.008145357,0.02962759,0.004418844,0.0001737652,0.001801817,0.00004917026,0.003115085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02190353,"threshold_uncertainty_score":0.0435521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083111100791029,"score_gpt":0.3105377069135039,"score_spread":0.2997065959055936,"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."}}