{"id":"W2118276343","doi":"10.1086/591065","title":"Strategies to Prevent <i>Clostridium difficile</i> Infections in Acute Care Hospitals","year":2008,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Chicago","keywords":"Clostridium difficile; Medicine; C difficile; Acute care; Health care; Incidence (geometry); Epidemiology; Infection control; Intensive care medicine; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Internal medicine; Microbiology; Antibiotics; Biology","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":[0.00776967,0.00174244,0.001034959,0.00247887,0.001236185,0.004725578,0.002735701,0.005272844,0.01602643],"category_scores_gemma":[0.03124304,0.0005046971,0.001929523,0.001331365,0.0007058628,0.003549277,0.002650484,0.005771084,0.01005358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002811938,"about_ca_system_score_gemma":0.01091028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005711017,"about_ca_topic_score_gemma":0.01164178,"domain_scores_codex":[0.9938763,0.002563866,0.001105328,0.0002357285,0.001717702,0.0005011174],"domain_scores_gemma":[0.9796546,0.004959453,0.003294139,0.0004599939,0.009064242,0.002567603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001804031,0.0001357738,0.0005396164,0.001746519,0.00003649342,0.0001176116,0.000105872,0.0001516069,0.0001001475,0.00121057,0.8713921,0.1244457],"study_design_scores_gemma":[0.0002672531,0.0002817266,0.005494175,0.01773271,0.0001747389,0.0003733127,0.0007562493,0.0004327735,0.0003306311,0.003158164,0.9709259,0.00007244583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001807903,0.137129,0.01258429,0.6768176,0.09218202,0.0019078,0.0009733182,0.001902641,0.07469543],"genre_scores_gemma":[0.01784541,0.3457016,0.07149263,0.4227601,0.09813438,0.003150425,0.002694607,0.000397015,0.03782392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01602643,"threshold_uncertainty_score":0.05361378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906976841710087,"score_gpt":0.3192556326239092,"score_spread":0.3001858642068084,"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."}}