{"id":"W4220783704","doi":"10.2147/phmt.s348204","title":"Antimicrobial Use and Management of Childhood Diarrhea at Community Drug Retail Outlets in Eastern Ethiopia: A Matched Questionnaire-Based and Simulated Patient-Case Study","year":2022,"lang":"en","type":"article","venue":"Pediatric Health Medicine and Therapeutics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Haramaya University","keywords":"Quarter (Canadian coin); Diarrhea; Antimicrobial; Drug; Antimicrobial drug","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008723458,0.0001781584,0.0004389108,0.0001754316,0.000560266,0.000005729149,0.00007639568,0.00007674316,0.00001462306],"category_scores_gemma":[0.00001497304,0.0001482423,0.00001926735,0.0002361967,0.0001940141,0.00003472319,0.0002002127,0.0005633878,7.035786e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004450156,"about_ca_system_score_gemma":0.00006303897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003687449,"about_ca_topic_score_gemma":0.0006914862,"domain_scores_codex":[0.9977006,0.001197097,0.0005220874,0.0002369382,0.00007514108,0.000268093],"domain_scores_gemma":[0.9991488,0.0002794999,0.0002446829,0.0002391241,0.00003567525,0.00005221519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003933362,0.00151176,0.9387354,0.001022703,0.000183031,0.0002588212,0.05081329,0.00002511726,0.00008628848,0.0000208518,0.0001095962,0.006839763],"study_design_scores_gemma":[0.03311241,0.005898668,0.8788071,0.0007055458,0.001060004,0.000921094,0.07585107,0.0003287683,0.0001128058,0.00007475806,0.002345363,0.0007823848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815356,0.01563845,0.00001594062,0.001805634,0.0001739637,0.0007777524,0.00002519959,0.0000225496,0.000004950602],"genre_scores_gemma":[0.9927362,0.005504739,0.00002291732,0.001622565,0.00001503645,0.000005838484,0.00002789388,0.00001511943,0.00004972479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05992832,"threshold_uncertainty_score":0.6045144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999449411161701,"score_gpt":0.2961483864362163,"score_spread":0.2561538923245993,"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."}}