{"id":"W4392303006","doi":"10.1136/bmjgh-2023-013205","title":"Costs-effectiveness and cost components of pharmaceutical and non-pharmaceutical interventions affecting antibiotic resistance outcomes in hospital patients: a systematic literature review","year":2024,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Department of Health and Social Care; Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo; National Institute for Health Research Health Protection Research Unit; National Institute for Health and Care Research; University of Oxford","keywords":"Medicine; Psychological intervention; Cost effectiveness; Systematic review; Checklist; Intensive care medicine; Cost driver; Teicoplanin; Health care; MEDLINE; Vancomycin; Nursing; Risk analysis (engineering); Staphylococcus aureus; Business","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":[0.001018136,0.0002291767,0.0009077594,0.00008090084,0.0001053123,0.00003204898,0.0001083153,0.0001393714,0.000005724356],"category_scores_gemma":[0.0002485486,0.0001745878,0.0001311948,0.000375433,0.0002114355,0.0001074654,0.0001059964,0.000336708,0.00001279222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348788,"about_ca_system_score_gemma":0.00006655109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003951306,"about_ca_topic_score_gemma":0.00006593952,"domain_scores_codex":[0.9977114,0.0007038676,0.0007300222,0.0004014116,0.00008014626,0.0003731573],"domain_scores_gemma":[0.9990625,0.0004537758,0.000170367,0.0001675116,0.0000703176,0.00007551633],"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":[0.0002345643,0.001169106,0.1647978,0.8254976,0.0004862303,0.00009482838,0.0002955618,2.069537e-7,0.0002879644,0.002416231,0.001271888,0.003448018],"study_design_scores_gemma":[0.002096174,0.0003278122,0.3973333,0.5991903,0.0002152172,0.00007822445,0.0001064186,0.00003357154,0.0001189068,0.00003825789,0.0002189146,0.000242921],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4760368,0.5181614,0.0001659997,0.0009085702,0.0007796801,0.003556255,0.0002372297,0.00004095364,0.0001131342],"genre_scores_gemma":[0.9738309,0.02575512,0.00005637632,0.0002271317,0.000008536892,0.00001877886,0.00005341062,0.0000114347,0.00003825399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4977941,"threshold_uncertainty_score":0.7119484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090082061386415,"score_gpt":0.4009620097418909,"score_spread":0.3800611891280267,"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."}}