{"id":"W1590582932","doi":"10.1007/bf03405291","title":"Trends in Antibiotic Utilization in Vancouver Associated With a Community Education Program on Antibiotic Use","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; HIV Legal Network; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Medicine; Medical prescription; Antibiotics; Population; Defined daily dose; Limiting; Pediatrics; Environmental health; Biology; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00155383,0.0001303443,0.0003139484,0.001226131,0.0002040781,0.00005088406,0.0002136995,0.0002293589,0.00006292164],"category_scores_gemma":[0.0005187967,0.0001063072,0.00004034315,0.0009090907,0.0002011886,0.0002515817,0.000005975353,0.001346937,0.000005254928],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004451324,"about_ca_system_score_gemma":0.006612498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03828837,"about_ca_topic_score_gemma":0.9038476,"domain_scores_codex":[0.9980786,0.0007418124,0.0004544798,0.0001181214,0.00004894277,0.0005580616],"domain_scores_gemma":[0.9988617,0.0001177166,0.0003738282,0.0002124751,0.00017988,0.0002544005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003944781,0.002154254,0.7527507,0.00005553522,0.00007078748,0.00003606729,0.002614398,0.000008354798,0.0003743435,0.0009341726,0.009755353,0.2312066],"study_design_scores_gemma":[0.00102997,0.0007891519,0.9814024,0.000525284,0.000006183735,0.00004008634,0.001313227,0.000006279138,0.00008882729,0.00001410655,0.01466381,0.0001206929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965814,0.0002483405,0.000009554289,0.001286473,0.000989826,0.0002125822,0.00001676719,0.00001006076,0.0006449622],"genre_scores_gemma":[0.9984536,0.00002764961,0.00008485984,0.0005937794,0.00002045881,5.501452e-7,0.00009983185,0.00001486263,0.0007044631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8655592,"threshold_uncertainty_score":0.9990191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05691819919487502,"score_gpt":0.3091230058876751,"score_spread":0.2522048066928,"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."}}