{"id":"W2744223640","doi":"10.2147/ppa.s140002","title":"Antibiotic use for pneumonia among children under-five at a pediatric hospital in Dhaka city, Bangladesh","year":2017,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Global Affairs Canada; Department for International Development","keywords":"Medicine; Amikacin; Cefuroxime; Cefotaxime; Pneumonia; Cefepime; Ceftazidime; Ceftriaxone; Meropenem; Antibiotics; Pediatrics; Intensive care medicine; Internal medicine; Antibiotic resistance; Imipenem","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002416956,0.0002445068,0.0002803483,0.000704964,0.0007975856,0.0005435036,0.0002807172,0.0003422239,0.001907937],"category_scores_gemma":[0.0008929354,0.000238316,0.0002189167,0.00123024,0.0003522231,0.0004554997,0.0004729079,0.0004828106,0.0002272205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009831383,"about_ca_system_score_gemma":0.001044043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591977,"about_ca_topic_score_gemma":0.02719448,"domain_scores_codex":[0.9995149,0.00009551272,0.0000903703,0.00006427089,0.0001083174,0.0001266525],"domain_scores_gemma":[0.9989603,0.0001070725,0.0005733655,0.00001704228,0.00008027627,0.0002619876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001218087,0.00001649866,0.9987329,0.00001929751,0.000005830516,0.0002928177,0.0001989891,0.000008526827,0.00008965115,0.000006991743,0.00009240335,0.0005239812],"study_design_scores_gemma":[0.00000303916,0.00008170137,0.9963348,0.00003888278,0.000009859348,0.001250359,0.00179782,0.00002216689,0.00005055427,0.000006545819,0.0003991986,0.000005051333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983289,0.0005166612,0.00001753797,0.000127069,0.000005018502,0.00001858216,0.0003286049,0.000002160861,0.0006554943],"genre_scores_gemma":[0.9989362,0.0006078902,0.00005794933,0.00007973013,0.000007750866,0.00001422723,0.0002097778,7.951356e-7,0.0000857314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591977,"threshold_uncertainty_score":0.03165424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986606754515203,"score_gpt":0.2419046065922868,"score_spread":0.2120385390471348,"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."}}