{"id":"W2792805107","doi":"10.1017/ice.2017.292","title":"Canadian Pediatric Antimicrobial Stewardship Programs: Current Resources and Implementation Characteristics","year":2018,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Western University; Hospital for Sick Children; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Accreditation; Stewardship (theology); Business; Medicine; Family medicine; Environmental health; Medical education; Political science; Antibiotic resistance; Antibiotics; Microbiology","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":[0.0005169361,0.0001664384,0.0003642959,0.0001366223,0.0003846765,0.00001820474,0.00004997516,0.0002271379,0.00006173294],"category_scores_gemma":[0.0001786986,0.0001397487,0.00004912834,0.00007850928,0.0003639595,0.00007501509,0.00002776562,0.0002091074,0.00007231176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003924306,"about_ca_system_score_gemma":0.00006958778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02606617,"about_ca_topic_score_gemma":0.02799639,"domain_scores_codex":[0.9985303,0.0002991293,0.0003813561,0.0003301268,0.00001420151,0.0004448459],"domain_scores_gemma":[0.999337,0.0001791219,0.0002018846,0.0001023398,0.0000982048,0.0000814888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000467676,0.0000425788,0.9354926,0.00003930769,0.00006150558,0.000001182307,0.000262676,4.763458e-8,0.0003811572,0.0007280816,0.002144739,0.06079938],"study_design_scores_gemma":[0.001210445,0.0007972796,0.9139571,0.00001924352,0.0001021751,0.00003214046,0.00005028143,0.000009700661,0.0000611551,0.0002307932,0.08332932,0.0002003644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924359,0.003272094,0.0003835114,0.001690908,0.001674952,0.0003402384,0.00006765996,0.00005085769,0.00008383297],"genre_scores_gemma":[0.9969848,0.00178941,0.00002629324,0.0005125909,0.0005130313,0.00001178965,0.00008727224,0.000009940704,0.00006490546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08118458,"threshold_uncertainty_score":0.9897401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171123316095353,"score_gpt":0.2770839744874712,"score_spread":0.2653727413265177,"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."}}