{"id":"W2822638618","doi":"10.1186/s13756-018-0366-5","title":"Variability in contact precautions to control the nosocomial spread of multi-drug resistant organisms in the endemic setting: a multinational cross-sectional survey","year":2018,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Isolation (microbiology); Medicine; Infection control; Psychological intervention; Environmental health; Transmission (telecommunications); Intensive care medicine; Microbiology; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006711201,0.0002693991,0.0005285096,0.0002772406,0.0004959287,0.00009082939,0.0001726543,0.0002259248,0.00007332118],"category_scores_gemma":[0.005622334,0.0001949155,0.0001434819,0.0007359972,0.0003855376,0.0002046783,0.00003327031,0.0006370165,0.00001386294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634373,"about_ca_system_score_gemma":0.0004793626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004427832,"about_ca_topic_score_gemma":0.04424723,"domain_scores_codex":[0.9957082,0.001808895,0.001094892,0.0005576452,0.0003747557,0.0004556718],"domain_scores_gemma":[0.9947857,0.003106446,0.000346931,0.0004350443,0.001227746,0.00009815684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004128246,0.0003759198,0.9589188,0.00009011596,0.00006075513,0.000003822057,0.0006799615,0.000100118,0.03389477,0.001023704,0.0005611284,0.00016263],"study_design_scores_gemma":[0.009305862,0.0002468997,0.986163,0.0001250858,0.00003598991,0.00002692372,0.00003575135,0.001394738,0.001105102,0.00007730089,0.001311055,0.0001723481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837986,0.0000476368,0.007537133,0.004314555,0.000624769,0.002909422,0.0003794563,0.00004610665,0.0003423578],"genre_scores_gemma":[0.9959267,0.00002121663,0.0001441888,0.00314917,0.0003867977,0.0001904355,0.00003575036,0.00002309877,0.0001226662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0398194,"threshold_uncertainty_score":0.9731928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257399195251676,"score_gpt":0.3287082321304529,"score_spread":0.3061342401779361,"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."}}