{"id":"W3040102587","doi":"10.1016/j.jhin.2020.07.004","title":"Economic analysis of healthcare-associated infection prevention and control interventions in medical and surgical units: systematic review using a discounting approach","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Institut National de Santé Publique du Québec; Hôpital Maisonneuve-Rosemont; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Saint-Boniface; Université du Québec en Outaouais","funders":"Fonds de Recherche du Québec - Santé; Université Laval","keywords":"Medicine; Infection control; Health care; Hygiene; Psychological intervention; Discounting; Indirect costs; Sanitation; Intensive care medicine; Economic evaluation; Cost effectiveness; Environmental health; Risk analysis (engineering); Nursing; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001652865,0.0002074427,0.003041075,0.0005571771,0.00006579584,0.00001873618,0.00006369544,0.0004077315,0.00001593035],"category_scores_gemma":[0.0005289723,0.0001533953,0.0007074974,0.0006884185,0.00009730623,0.0001641509,0.00003926236,0.0006079532,0.000001003948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342162,"about_ca_system_score_gemma":0.0002335335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004662691,"about_ca_topic_score_gemma":0.0002919887,"domain_scores_codex":[0.9964458,0.001177597,0.001978004,0.0001893108,0.00007290768,0.0001364093],"domain_scores_gemma":[0.9966267,0.0002055644,0.002915968,0.00008486465,0.0001264733,0.00004039189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002695782,0.0005376128,0.005537237,0.9677894,0.01216859,0.0000329659,0.0001223315,0.00001405035,0.000001720639,0.0001424471,0.00001322671,0.01361352],"study_design_scores_gemma":[0.001332023,0.001018535,0.001997856,0.9511547,0.04168709,0.00085022,0.00005780577,0.0002948456,4.553407e-7,0.00001506856,0.001289048,0.000302349],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01768146,0.9806161,0.0006111302,0.00004565177,0.0003242982,0.0006885512,0.0000201339,0.000006503083,0.000006204032],"genre_scores_gemma":[0.09634035,0.9035476,0.000005394356,0.000005987022,0.0000226124,0.000006239039,0.0000522998,0.00001104908,0.000008416075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07865889,"threshold_uncertainty_score":0.6255277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312173419879858,"score_gpt":0.3454040572224982,"score_spread":0.3141867152345124,"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."}}