{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168038,0.000601755,0.0003581868,0.003163993,0.001644323,0.001033821,0.0009883643,0.0003914963,0.006446783],"category_scores_gemma":[0.004352382,0.000359149,0.0004640268,0.00837503,0.000373783,0.0003673428,0.00086727,0.0004047731,0.001748737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01856627,"about_ca_system_score_gemma":0.03242663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841089,"about_ca_topic_score_gemma":0.986578,"domain_scores_codex":[0.9980016,0.0001171247,0.0001777447,0.000201004,0.001049983,0.0004524959],"domain_scores_gemma":[0.9940171,0.000211292,0.0009206573,0.0001356394,0.003868254,0.000846907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005201099,0.00003167405,0.96924,0.0001520204,0.00003164926,0.00006002001,0.0002994839,0.00006675573,0.0001454714,0.00007441972,0.01873467,0.01111197],"study_design_scores_gemma":[0.000007285857,0.00002020661,0.9935769,0.00007358174,0.00001278663,0.00005717658,0.0003993103,0.00007762492,0.00007046536,0.000006323625,0.00569041,0.000007988499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6479621,0.003448931,0.0005510679,0.001617648,0.0001149497,0.0005991649,0.318059,0.0001841501,0.027463],"genre_scores_gemma":[0.8652445,0.003172847,0.002608105,0.001571049,0.0001022194,0.0003968794,0.1200169,0.000048602,0.006838925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856627,"threshold_uncertainty_score":0.1347083,"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."}}