{"id":"W4298110430","doi":"10.1186/s40545-022-00454-8","title":"Non-prescribed antibiotic use for children at community levels in low- and middle-income countries: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; CINAHL; Antibiotics; Meta-analysis; MEDLINE; Family medicine; Pediatrics; Internal medicine; Psychological intervention; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01389637,0.002826812,0.0220708,0.01092074,0.0007739235,0.003914671,0.002487113,0.002446007,0.003642002],"category_scores_gemma":[0.03696974,0.001631074,0.04018101,0.01112571,0.0008215084,0.002466867,0.001935356,0.001853391,0.0002843989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004000386,"about_ca_system_score_gemma":0.006476627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009893359,"about_ca_topic_score_gemma":0.02291571,"domain_scores_codex":[0.988664,0.004084464,0.004190312,0.001089375,0.001576099,0.0003957658],"domain_scores_gemma":[0.970869,0.02155273,0.004594866,0.0005886318,0.00207295,0.000321867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009384559,0.00002588563,0.002745216,0.6781062,0.3075414,0.0001194275,0.0001084806,0.0002461723,0.0001061032,0.00008671687,0.0003966908,0.009579287],"study_design_scores_gemma":[0.0003653072,0.0001894645,0.003988993,0.08463112,0.9085269,0.0001539017,0.00009602637,0.0001248767,0.0001080269,0.0001125274,0.001676101,0.00002667752],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003138146,0.9954138,0.0002901252,0.00009791805,0.00008062951,0.0003459536,0.0004417281,0.00001664366,0.0001751852],"genre_scores_gemma":[0.07684649,0.9187291,0.001618926,0.0004801554,0.0001339113,0.001330804,0.0006564954,0.00001968032,0.0001845212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0220708,"threshold_uncertainty_score":0.07349187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.220845245781924,"score_gpt":0.4484312050316386,"score_spread":0.2275859592497147,"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."}}