{"id":"W3107529689","doi":"10.1093/tropej/fmaa093","title":"Antimicrobial Prescribing during Infant Hospital Admissions in a Birth Cohort in Dhaka, Bangladesh","year":2020,"lang":"en","type":"article","venue":"Journal of Tropical Pediatrics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Medical prescription; Antimicrobial; Pediatrics; Cohort; Antibiotic resistance; Cohort study; Rate ratio; Neonatal sepsis; Antibiotics; Confidence interval; Sepsis; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000991394,0.0001376659,0.000399984,0.0002021421,0.00005549618,0.00001540369,0.0002437085,0.0002294327,0.000135748],"category_scores_gemma":[0.0006048435,0.0001098561,0.0001389531,0.0003466548,0.00005400338,0.0001304898,0.00008818023,0.000889821,0.00002570998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000521084,"about_ca_system_score_gemma":0.0001825044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001817862,"about_ca_topic_score_gemma":0.00002120617,"domain_scores_codex":[0.9986272,0.0001069569,0.0006878645,0.0001800387,0.00007393717,0.0003239916],"domain_scores_gemma":[0.999402,0.00008761926,0.0002605643,0.00008988007,0.00005688038,0.0001030975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002836533,0.000241969,0.9741719,0.00008191367,0.00002914783,0.0004511024,0.0006060437,0.00005994109,0.02152813,0.00002894422,0.002448583,0.00006869304],"study_design_scores_gemma":[0.002924233,0.0002588309,0.990788,0.0001060772,0.00004800004,0.00008316941,0.000238018,0.000009990076,0.003620774,0.00001382257,0.001725089,0.0001839788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949838,0.002267581,0.0001066831,0.001926599,0.000513692,0.0001274438,0.00000964791,0.00001135921,0.00005317153],"genre_scores_gemma":[0.9981232,0.001013512,0.0002597112,0.0001999509,0.0003192824,4.392014e-7,0.000002304903,0.00001264476,0.00006892283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790736,"threshold_uncertainty_score":0.4479801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00781471798907809,"score_gpt":0.2131087490940387,"score_spread":0.2052940311049606,"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."}}