{"id":"W2032625019","doi":"10.1371/journal.pone.0076398","title":"Declines in Outpatient Antimicrobial Use in Canada (1995–2010)","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Hôpital Maisonneuve-Rosemont; Université de Montréal; BC Centre for Disease Control; University of British Columbia; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Health Canada; Ministry of Advanced Education, Government of Alberta; Public Health Agency of Canada; Gilead Sciences; Pfizer","keywords":"Antimicrobial stewardship; Antimicrobial; Medical prescription; Medicine; Population; Defined daily dose; Antibiotic resistance; Pharmacoepidemiology; Demography; Environmental health; Antibiotics; Biology; Pharmacology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001058419,0.0004957285,0.0005495287,0.003357695,0.001592752,0.00202776,0.00175896,0.0006955449,0.002585296],"category_scores_gemma":[0.005987233,0.0003588776,0.001081528,0.009442108,0.0007596887,0.0006876306,0.001110294,0.001136058,0.0003673233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09375424,"about_ca_system_score_gemma":0.08911499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998379,"about_ca_topic_score_gemma":0.9983202,"domain_scores_codex":[0.9975892,0.00008790319,0.0001903937,0.0002474351,0.001335995,0.0005490588],"domain_scores_gemma":[0.9909344,0.0002440127,0.001867892,0.0001211907,0.005516703,0.001315816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003453129,0.00007649956,0.9474686,0.0004760015,0.0003500507,0.0001658331,0.0008230183,0.001141873,0.0003116148,0.000587248,0.02006246,0.02819158],"study_design_scores_gemma":[0.00000978541,0.00002519049,0.9920925,0.00008809037,0.00006415309,0.00008418863,0.0004110489,0.0006809453,0.0001352705,0.000027075,0.006362751,0.00001887884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.829309,0.01658847,0.0008774652,0.007641512,0.000179914,0.0001312058,0.1300428,0.0003396075,0.01488992],"genre_scores_gemma":[0.9650549,0.005155371,0.001123564,0.001067106,0.00005038932,0.00004423073,0.02386602,0.00003768387,0.003600637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09375424,"threshold_uncertainty_score":0.6802378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234949252425588,"score_gpt":0.1858327061015654,"score_spread":0.1534832135773095,"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."}}