{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113454,0.0003925468,0.0004170433,0.00116169,0.001183192,0.0006534502,0.0004412645,0.0008140773,0.00175998],"category_scores_gemma":[0.002137275,0.0005931671,0.000614111,0.0008475815,0.0005861405,0.0005372646,0.0007478252,0.0004857578,0.000227997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147768,"about_ca_system_score_gemma":0.001201931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007288871,"about_ca_topic_score_gemma":0.01081664,"domain_scores_codex":[0.9991814,0.0003634006,0.00008337397,0.0001251633,0.00008810657,0.0001584984],"domain_scores_gemma":[0.9985246,0.0004381599,0.0005014276,0.00009657875,0.0001625821,0.0002766754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003516543,0.004182482,0.9826787,0.0001276961,0.00006196664,0.005575584,0.003828985,0.0001493868,0.0004685209,0.0000589911,0.000122722,0.002393283],"study_design_scores_gemma":[0.0001730665,0.00969089,0.9523468,0.00008308875,0.00008977536,0.008028205,0.02739658,0.00079273,0.0004579664,0.00006516427,0.0008326577,0.00004310374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998,0.00002083167,0.00002631745,0.00000770954,0.000001007416,0.00005312292,0.0000297321,3.093106e-7,0.00006100874],"genre_scores_gemma":[0.9994659,0.0001032186,0.000161177,0.0000414074,0.000004675286,0.00006292985,0.00006314892,4.518632e-7,0.00009715788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007288871,"threshold_uncertainty_score":0.01449287,"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."}}