{"id":"W4387602072","doi":"10.3389/fpubh.2023.1230848","title":"Exploring the factors that contribute to the successful implementation of antimicrobial resistance interventions: a comparison of high-income and low-middle-income countries","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada; University of Waterloo","funders":"Institute of Population and Public Health; National Science Foundation; Vetenskapsrådet; Svenska Forskningsrådet Formas; Institute of Infection and Immunity; Joint Programming Initiative on Antimicrobial Resistance; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Psychological intervention; Low and middle income countries; Antibiotic resistance; Antimicrobial; Medicine; Environmental health; Business; Economic growth; Developing country; Biology; Economics; Nursing; Microbiology; Antibiotics","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":[0.00124321,0.0001395041,0.0005060452,0.0002765383,0.0003094836,0.00002922308,0.0003528416,0.00006638428,0.00001645352],"category_scores_gemma":[0.0000903902,0.00008958959,0.0000806094,0.0005968647,0.0003106646,0.0002023338,0.0001297575,0.0002054452,0.000005288426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009880943,"about_ca_system_score_gemma":0.0001753517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157462,"about_ca_topic_score_gemma":0.005243386,"domain_scores_codex":[0.9981233,0.0004017821,0.0007047511,0.0002277561,0.00008879803,0.0004535881],"domain_scores_gemma":[0.9989551,0.00021739,0.0004184327,0.0002894673,0.00008382426,0.00003583949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001359032,0.00006792047,0.9789091,0.001154447,0.0001945518,8.207849e-7,0.009307428,0.000006578784,0.0001162603,0.001815491,0.00716453,0.00112702],"study_design_scores_gemma":[0.0008738958,0.0001073327,0.9697756,0.00093292,0.00001578594,7.783482e-7,0.01816518,0.000003152349,0.003862709,0.00007250869,0.00608461,0.0001056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833175,0.002235858,0.002100203,0.009788012,0.001631843,0.0005808818,0.0003080836,0.00003185844,0.00000575862],"genre_scores_gemma":[0.9981282,0.001407516,0.00009974944,0.00008415967,0.00001318458,0.00002179437,0.00008456125,0.00001132313,0.0001495541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481066,"threshold_uncertainty_score":0.3653358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07216319072471007,"score_gpt":0.3261631200911231,"score_spread":0.2539999293664131,"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."}}