{"id":"W2283099496","doi":"","title":"Cost-utility Analysis of Oral Antiseptic Chlorhexidine in decreasing Ventilator-associated Pneumonia in Intensive Care Units","year":2016,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventilator-associated pneumonia; Chlorhexidine; Medicine; Antiseptic; Intensive care unit; Pneumonia; Intensive care medicine; Placebo; Quality-adjusted life year; Intensive care; Emergency medicine; Cost effectiveness; Internal medicine; Dentistry; Risk analysis (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006738888,0.001130612,0.001832321,0.001397738,0.000124645,0.001162435,0.0008301242,0.0009238841,0.003551679],"category_scores_gemma":[0.01849871,0.0005222089,0.006585279,0.001093388,0.0003532267,0.0005389831,0.0005473152,0.00126137,0.0001317972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005287693,"about_ca_system_score_gemma":0.00231472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316557,"about_ca_topic_score_gemma":0.009630573,"domain_scores_codex":[0.9959753,0.003399489,0.0001129277,0.0001502503,0.0002441649,0.0001179468],"domain_scores_gemma":[0.9935503,0.00554314,0.0004554875,0.0001034785,0.000211099,0.000136425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.198105,0.002972934,0.02507211,0.03108211,0.1181208,0.000460269,0.0002038104,0.4250411,0.002741819,0.005762081,0.004299532,0.1861386],"study_design_scores_gemma":[0.06725105,0.04134336,0.07547398,0.01064894,0.2527213,0.0007167104,0.0003997257,0.5275037,0.004932166,0.01006102,0.00863732,0.0003107575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500288,0.1180348,0.01284633,0.002760203,0.0003655145,0.003026723,0.004075607,0.0001539658,0.008708112],"genre_scores_gemma":[0.9870041,0.007838451,0.003309872,0.0002704384,0.0000426996,0.000324286,0.0005631091,0.00001022566,0.0006367934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01316557,"threshold_uncertainty_score":0.03836507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288702321803418,"score_gpt":0.3170796492753399,"score_spread":0.2841926260573057,"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."}}