{"id":"W3119335254","doi":"10.4212/cjhp.v74i1.3037","title":"Profile of Antimicrobial Use in the Pediatric Population of a University Hospital Centre, 2015/16 to 2018/19","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Antimicrobial; Cefotaxime; Piperacillin; Antimicrobial stewardship; Population; Pharmacy; Ampicillin; Internal medicine; Defined daily dose; Trimethoprim; Tazobactam; Pediatrics; Antibiotics; Medical prescription; Antibiotic resistance; Family medicine; Microbiology; Imipenem; Pharmacology; Environmental health; Biology","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":[0.0008468538,0.0001828838,0.0003076944,0.001518533,0.0003899017,0.0008205824,0.0004525567,0.0003054767,0.001581909],"category_scores_gemma":[0.003122851,0.0002122586,0.0003538644,0.001950235,0.0003791237,0.0008055131,0.0007598019,0.000530529,0.0002882333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112107,"about_ca_system_score_gemma":0.0009941908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007300393,"about_ca_topic_score_gemma":0.006838419,"domain_scores_codex":[0.9988931,0.0001413463,0.0002085361,0.0001883877,0.0003147534,0.0002539817],"domain_scores_gemma":[0.9964581,0.0002087985,0.002424725,0.00006113777,0.0003109517,0.0005362643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002201563,0.00001221397,0.9990324,0.000009564881,0.000008785695,0.00004668636,0.0001087167,0.00001819355,0.00008075939,0.000005698242,0.00009282983,0.0005621585],"study_design_scores_gemma":[0.000001049994,0.00006911857,0.9991506,0.000007266842,0.000003246191,0.0002459559,0.000287997,0.00003086316,0.00004937086,0.000002595217,0.0001496869,0.000002084485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983224,0.0002303736,0.00003673327,0.00006501685,0.000003366883,0.00001042469,0.001010326,0.000006087529,0.0003152066],"genre_scores_gemma":[0.9989084,0.0001795576,0.00007214771,0.00004364885,0.000008905931,0.00001261391,0.0006945028,0.000002290439,0.00007790515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9926996,"threshold_uncertainty_score":0.01451582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083400606798885,"score_gpt":0.2262866636901683,"score_spread":0.2154526576221794,"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."}}