{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003278161,0.0001715179,0.0003011703,0.001686191,0.001184927,0.001323077,0.0007476317,0.0007081783,0.00307304],"category_scores_gemma":[0.002660794,0.0003043909,0.000542269,0.002742122,0.0002961199,0.0004033844,0.0007490862,0.001231572,0.0003691195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006223533,"about_ca_system_score_gemma":0.006458354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9094024,"about_ca_topic_score_gemma":0.9572467,"domain_scores_codex":[0.999194,0.00006973156,0.00008814945,0.00008878212,0.0002442352,0.0003152117],"domain_scores_gemma":[0.9961986,0.0002600404,0.0007756807,0.00004567336,0.00145974,0.001260247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001349834,0.00008610215,0.9943282,0.00003101839,0.00004645749,0.00005514307,0.0003057898,0.00005536427,0.0001713087,0.00002733101,0.0009283039,0.003829964],"study_design_scores_gemma":[0.000003048229,0.0000284678,0.9981086,0.00001990916,0.00001019533,0.00004836748,0.001208962,0.000129644,0.00003962156,0.000006193352,0.0003921235,0.000004783278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936581,0.0003948458,0.00003716142,0.000278875,0.00001345922,0.00001983026,0.003038516,0.00001088178,0.002548325],"genre_scores_gemma":[0.9949019,0.0006360176,0.0001181534,0.0001388339,0.00001116201,0.00002020826,0.00199681,0.000007565244,0.002169284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09059757,"threshold_uncertainty_score":0.1822622,"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."}}