{"id":"W2034577508","doi":"10.1111/1475-6773.12260","title":"Narrow- and Broad-Spectrum Antibiotic Use among U.S. Children","year":2014,"lang":"en","type":"article","venue":"Health Services Research","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Medicine; Medical Expenditure Panel Survey; Socioeconomic status; Demography; Quarter (Canadian coin); Respiratory tract infections; American Community Survey; Medical prescription; Census; Antibiotics; Environmental health; Geography; Health care; Population; Health insurance; Biology","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":[0.0008219081,0.0003505784,0.0002333411,0.002214441,0.000182295,0.0003464748,0.0004656884,0.0003000068,0.001695378],"category_scores_gemma":[0.003367398,0.0002618009,0.000429755,0.002186002,0.0001378556,0.0005656885,0.0006159642,0.0004363224,0.0003624095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006452795,"about_ca_system_score_gemma":0.001002479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07501399,"about_ca_topic_score_gemma":0.09748901,"domain_scores_codex":[0.9993402,0.0001443288,0.0001179073,0.0001074448,0.0002086024,0.00008140103],"domain_scores_gemma":[0.9974455,0.000336029,0.001442986,0.0001092759,0.0004415657,0.0002245819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001901368,0.00002860278,0.993461,0.00005125958,0.0000431458,0.00001661928,0.00006779713,0.000161611,0.00004489531,0.00002825407,0.001596765,0.004480989],"study_design_scores_gemma":[0.000002712646,0.00002161486,0.9985161,0.00003996051,0.00001793063,0.00006914117,0.0001016219,0.0001810108,0.00005115152,0.00001190355,0.0009838475,0.000002979247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355815,0.003650466,0.0004734913,0.0005662535,0.00002778601,0.00004022408,0.05742164,0.00005222622,0.002186482],"genre_scores_gemma":[0.9605392,0.003727501,0.001223934,0.0002177376,0.00006122683,0.0001024622,0.03346336,0.00001018624,0.0006543552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07501399,"threshold_uncertainty_score":0.1491547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828372133037239,"score_gpt":0.3146431649736038,"score_spread":0.2963594436432314,"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."}}