{"id":"W4394785587","doi":"10.1111/nicc.13076","title":"Use of nursing care bundles for the prevention of ventilator‐associated pneumonia in low‐middle income countries: A scoping review","year":2024,"lang":"en","type":"review","venue":"Nursing in Critical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; Medicine; MEDLINE; Ventilator-associated pneumonia; Infection control; Intensive care; Nursing; Audit; Health care; Data extraction; Pneumonia; Intensive care medicine; Systematic review; Psychological intervention; Intensive care unit","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004977328,0.0003879057,0.002381486,0.0004408194,0.00008564772,0.00004704602,0.0001846017,0.0004956791,0.00001513401],"category_scores_gemma":[0.00317062,0.0003107277,0.0007969271,0.001043767,0.0005059409,0.0001162512,0.0000381891,0.0008102067,0.000003305223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002774687,"about_ca_system_score_gemma":0.001052226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004587652,"about_ca_topic_score_gemma":0.0001143723,"domain_scores_codex":[0.996754,0.0003183437,0.001616348,0.0004668428,0.0004304877,0.0004139969],"domain_scores_gemma":[0.9965174,0.001923278,0.0002967938,0.0005158329,0.0006759337,0.00007075552],"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":[0.00002881777,0.0002848149,0.0001034131,0.8650751,0.00007731668,0.00001411894,0.001386144,0.000003414094,0.00000269897,0.0006546256,0.00009633035,0.1322732],"study_design_scores_gemma":[0.0002605771,0.0002712919,0.00003503632,0.9891293,0.004823482,0.00003244932,0.0008387599,0.000008460148,0.00002579829,0.0001374142,0.004213518,0.0002238993],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001753186,0.9941819,0.0000384963,0.0001954287,0.001256276,0.003773254,0.0002138274,0.00004263275,0.0001229028],"genre_scores_gemma":[0.008986751,0.9897425,0.000346642,0.00003113588,0.0001415512,0.000468825,0.0001646569,0.0001011246,0.00001677055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1320493,"threshold_uncertainty_score":0.9999345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1939020293772591,"score_gpt":0.5034897922369792,"score_spread":0.3095877628597201,"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."}}