{"id":"W4393278275","doi":"10.1093/inthealth/ihae026","title":"Antibiotic prescription sources and use among under-5 children with fever/cough in sub-Saharan Africa","year":2024,"lang":"en","type":"article","venue":"International Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada; International Development Research Centre","funders":"","keywords":"Medicine; Medical prescription; Logistic regression; Odds ratio; Confidence interval; Pediatrics; Antibiotics; Demography; Internal medicine","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":[0.0007209246,0.0002786836,0.0003223815,0.001436694,0.000364017,0.0006021076,0.0003156183,0.0002698466,0.00103637],"category_scores_gemma":[0.002786233,0.0002618773,0.0005289869,0.002257153,0.0002557076,0.0005601008,0.0007102157,0.0003184382,0.0001076898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004772836,"about_ca_system_score_gemma":0.0006457868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0225204,"about_ca_topic_score_gemma":0.02869266,"domain_scores_codex":[0.9993213,0.0002487166,0.0001235365,0.00007506501,0.00009486645,0.0001364941],"domain_scores_gemma":[0.9980099,0.000326838,0.00137662,0.00004527217,0.00009645369,0.0001449978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001986378,0.000007955322,0.998826,0.00003593904,0.0000254623,0.00005655985,0.0002460461,0.00002345363,0.0000285249,0.000009278592,0.00004307604,0.0006779435],"study_design_scores_gemma":[0.000002201431,0.00003273062,0.9982986,0.00006691298,0.00003116257,0.000195812,0.001034379,0.00008725584,0.00003018065,0.00000947937,0.0002086916,0.000002590636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979619,0.000743463,0.00004305233,0.00004441183,0.000003053902,0.00001138758,0.001017387,0.000001803441,0.000173415],"genre_scores_gemma":[0.9989694,0.000496309,0.00009590689,0.00001627153,0.000003907252,0.00001697732,0.0003668806,9.203962e-7,0.00003333254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0225204,"threshold_uncertainty_score":0.04477865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396555043844223,"score_gpt":0.2504562569871647,"score_spread":0.2364907065487225,"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."}}