{"id":"W2982130754","doi":"10.1093/ofid/ofz360.999","title":"1135. The 2018 Global Point Prevalence Survey of Antimicrobial Consumption and Resistance: Pediatric Results from 26 Canadian Hospitals","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; Horizon Health Network; Vitalité Health Network; McMaster University; Université de Montréal; Université de Sherbrooke; Montreal Children's Hospital; Dr. Georges-L.-Dumont University Hospital Centre; Izaak Walton Killam Health Centre; Hôpital Maisonneuve-Rosemont; Richmond Hospital; McGill University; McGill University Health Centre; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"","keywords":"Medicine; Antimicrobial; Tazobactam; Antibiotic resistance; Piperacillin; Antimicrobial stewardship; Trimethoprim; Medical prescription; Internal medicine; Pediatrics; Antibiotics; Emergency medicine; Empiric therapy; Intensive care medicine; Imipenem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001927917,0.0001447337,0.0002536315,0.00005368741,0.000174433,0.00009848275,0.000155682,0.00005357427,0.0002226501],"category_scores_gemma":[0.0002232463,0.0001076806,0.000059333,0.00018397,0.0001101202,0.0002392609,0.0001470339,0.00008590389,0.0001499971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125482,"about_ca_system_score_gemma":0.0003197371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3715436,"about_ca_topic_score_gemma":0.2456462,"domain_scores_codex":[0.9989273,0.00009270463,0.0002861493,0.0003072717,0.0001392801,0.0002473013],"domain_scores_gemma":[0.9989655,0.0001500705,0.0001641922,0.0003555974,0.0001332006,0.0002314453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003728244,0.0000853647,0.9844169,0.0001225907,0.00004698032,0.000009134121,0.00002189567,0.00000312327,0.00004551413,0.0002290348,0.0145327,0.0001139455],"study_design_scores_gemma":[0.001636359,0.0001468531,0.9963036,0.0001285478,0.0001719256,0.00002553754,0.00001299294,0.000004139806,0.00008659509,0.0006353327,0.0007170138,0.0001310577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852952,0.0008043231,0.000003683259,0.0007493705,0.0004624474,0.001014791,0.006953328,0.00003697585,0.004679901],"genre_scores_gemma":[0.9977102,0.0007938297,0.00001472714,0.0004193342,0.00004771047,0.00001804644,0.0001873257,0.00001437027,0.0007945084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258974,"threshold_uncertainty_score":0.7681187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160521313349605,"score_gpt":0.2651224459845101,"score_spread":0.2535172328510141,"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."}}