{"id":"W82189173","doi":"","title":"Utility of environmental sampling for the prevention of transmission of vancomycin resistant enterococci (VRE) in hospitals.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Vancomycin-Resistant Enterococci; Protocol (science); Transmission (telecommunications); Emergency medicine; Sampling (signal processing); Medical emergency; Vancomycin; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006089227,0.00006783019,0.0002549276,0.00006913214,0.00002018751,0.000001029129,0.00004930338,0.00005900419,0.0000212],"category_scores_gemma":[0.0001143108,0.00005021856,0.0001268026,0.00007654058,0.00004002295,0.00003779488,0.00000566555,0.00008143391,6.332113e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000449777,"about_ca_system_score_gemma":0.00002171105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004177861,"about_ca_topic_score_gemma":0.00002163854,"domain_scores_codex":[0.9990099,0.00005311609,0.0005051823,0.0001225378,0.0001577574,0.0001514755],"domain_scores_gemma":[0.9993865,0.0001507186,0.0001967916,0.0001893581,0.00003564837,0.00004098542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002767174,0.0006551991,0.08623963,0.0006007636,0.00003725308,4.876425e-7,0.0004681234,0.00001595785,0.02032581,0.00008739867,0.00002206098,0.8887801],"study_design_scores_gemma":[0.001894443,0.0002896377,0.9727277,0.0001089327,0.00004511982,9.164269e-7,0.0001224224,0.0002347973,0.02379097,0.000398128,0.00035457,0.00003233565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990833,0.0009505368,0.004429155,0.0007532215,0.00008056519,0.002761348,0.00002998554,0.00000719071,0.0001550297],"genre_scores_gemma":[0.9992167,0.00009109858,0.0003849786,0.00003196069,0.00002399963,0.0001943594,0.000007400726,0.000005582467,0.00004386932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8887478,"threshold_uncertainty_score":0.2047854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053687698668257,"score_gpt":0.2925787092825642,"score_spread":0.2620418322958817,"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."}}