{"id":"W4210847079","doi":"10.1097/inf.0000000000003355","title":"Antimicrobial Stewardship and Infection Prevention and Control in Low- and Middle-income Countries: Current Status and Best Practices","year":2022,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Infection control; Antibiotic resistance; Antimicrobial; Best practice; Health care; Limiting; Respiratory infection; Stewardship (theology)","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":[0.01465597,0.001216247,0.002046268,0.004204537,0.002075359,0.008339267,0.002933479,0.00589822,0.005932815],"category_scores_gemma":[0.03457876,0.0006606785,0.0008856863,0.006683756,0.005749429,0.007226138,0.00441331,0.009479783,0.001470173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006049669,"about_ca_system_score_gemma":0.0202277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396958,"about_ca_topic_score_gemma":0.0141031,"domain_scores_codex":[0.9908914,0.003121703,0.001509692,0.001156901,0.002643022,0.0006772543],"domain_scores_gemma":[0.9624116,0.01848123,0.004287124,0.0008287818,0.008657698,0.005333408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001142892,0.0002184032,0.002794977,0.01308266,0.0001063746,0.0001530758,0.0009924497,0.0003275283,0.00009907172,0.01379644,0.09066471,0.87765],"study_design_scores_gemma":[0.0001043552,0.0004965417,0.01922722,0.1593737,0.0003522385,0.0009627379,0.004999844,0.0009103722,0.0004090054,0.04301551,0.7699356,0.0002129267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003867597,0.9360425,0.0002914455,0.06071409,0.00118579,0.00001007557,0.00003137694,0.00002450079,0.001313467],"genre_scores_gemma":[0.009681607,0.9760358,0.00116266,0.009975663,0.002793213,0.00002895404,0.00005744475,0.00001100987,0.0002536895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01465597,"threshold_uncertainty_score":0.07750916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081923959521946,"score_gpt":0.260262259479184,"score_spread":0.2494430198839645,"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."}}