{"id":"W2315313516","doi":"10.1097/sa.0000000000000059","title":"Universal Glove and Gown Use and Acquisition of Antibiotic-Resistant Bacteria in the ICU","year":2014,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Antibiotics; Intensive care medicine; Microbiology","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":[0.0006910922,0.00009741313,0.0002068818,0.0009964288,0.0002357948,0.0002971114,0.000328361,0.000409162,0.002842668],"category_scores_gemma":[0.005501502,0.0001370733,0.0002394708,0.001509643,0.0001712017,0.0004233077,0.0003401479,0.0003975444,0.0002794778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186411,"about_ca_system_score_gemma":0.0004245071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008163774,"about_ca_topic_score_gemma":0.009052068,"domain_scores_codex":[0.9993265,0.0001827511,0.0001351155,0.00006328184,0.0001887957,0.0001035553],"domain_scores_gemma":[0.9957546,0.0009408513,0.001841479,0.0001461215,0.0004732563,0.0008436923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381582,0.00004789616,0.9957727,0.00001979188,0.00001098957,0.00003074383,0.00004705585,0.00001643848,0.00003984402,0.000009823928,0.0007970857,0.003069563],"study_design_scores_gemma":[0.000004833558,0.00009602577,0.9994276,0.00001953481,0.000007978377,0.00005722576,0.0001392957,0.00002610568,0.00001800202,0.000007394233,0.0001938257,0.000002145983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944668,0.001285771,0.00004787374,0.0004478116,0.00002817252,0.00002855326,0.002144389,0.000006600798,0.001543987],"genre_scores_gemma":[0.9974949,0.0009429246,0.00009811576,0.000168505,0.00003670432,0.00002143387,0.0008330646,0.000002603887,0.0004016805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008163774,"threshold_uncertainty_score":0.01623255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564182634907729,"score_gpt":0.2180102991578142,"score_spread":0.2023684728087369,"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."}}