{"id":"W4311486482","doi":"10.14745/ccdr.v48i1112a02","title":"Moving the needle on dental antibiotic overuse in Canada post COVID-19","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Medical prescription; Medicine; Stewardship (theology); Pandemic; Antibiotics; Infection control; Antibiotic resistance; Health care; Intensive care medicine; Family medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Infectious disease (medical specialty); Disease; Nursing; Political science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002229599,0.0002475223,0.000430591,0.001750366,0.00687462,0.003113179,0.001730237,0.002045801,0.005024329],"category_scores_gemma":[0.0091516,0.0004165896,0.0006696804,0.002646673,0.001483424,0.0008201259,0.001937509,0.00512144,0.0005161326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1121876,"about_ca_system_score_gemma":0.2771161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958766,"about_ca_topic_score_gemma":0.9977505,"domain_scores_codex":[0.9940338,0.0002954803,0.0002655135,0.0002987226,0.003226795,0.001879628],"domain_scores_gemma":[0.9816422,0.0007652038,0.001558923,0.0002195077,0.00705311,0.008761041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000329395,0.0005162363,0.4621764,0.0006863489,0.0001262663,0.003338316,0.006748763,0.0004248032,0.001466975,0.006741974,0.3538423,0.1636022],"study_design_scores_gemma":[0.00007190323,0.0002516265,0.7645933,0.001384555,0.00009282916,0.001139681,0.01089091,0.001150259,0.0008859473,0.0007605485,0.2186162,0.0001622483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4302219,0.02103415,0.001540812,0.4496476,0.003858343,0.0006718299,0.01537207,0.0006157513,0.07703758],"genre_scores_gemma":[0.83372,0.01371666,0.003429763,0.1109214,0.0007826096,0.0001394083,0.004547101,0.000188707,0.03255452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1121876,"threshold_uncertainty_score":0.813982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045750606838577,"score_gpt":0.2215728620741465,"score_spread":0.2111153560057607,"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."}}