{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001286278,0.0006364253,0.0006014211,0.0007263449,0.0006319336,0.0009134402,0.0007253019,0.0006201983,0.001632407],"category_scores_gemma":[0.004398039,0.0006386252,0.001156688,0.001542361,0.0004474961,0.0006443728,0.001098473,0.001069582,0.0002780304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660083,"about_ca_system_score_gemma":0.001058239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0704798,"about_ca_topic_score_gemma":0.06331611,"domain_scores_codex":[0.998349,0.0004925278,0.0002836809,0.0003926346,0.0002288239,0.0002533514],"domain_scores_gemma":[0.9974024,0.0005100028,0.001274584,0.0002216944,0.0002926913,0.0002986156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002476708,0.00003517986,0.9979597,0.00005574339,0.0001808599,0.00009642824,0.0002241036,0.00003162082,0.000113565,0.00001960434,0.0001110312,0.0009244513],"study_design_scores_gemma":[0.00003053156,0.0001517895,0.9985494,0.00004932182,0.0001034976,0.0001622996,0.0006447819,0.0001148926,0.00004302972,0.00001916348,0.000118419,0.00001287941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979829,0.0005671465,0.00004240661,0.00008504184,0.00000636885,0.00002771599,0.001024362,0.00000239502,0.0002615561],"genre_scores_gemma":[0.9988263,0.0004364121,0.00005886996,0.000047782,0.000004158233,0.00003753128,0.0004962675,0.000001614842,0.0000910918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0704798,"threshold_uncertainty_score":0.1401392,"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."}}