{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002103402,0.0003778343,0.0004180434,0.003182706,0.002418495,0.002108671,0.00232371,0.0004771936,0.006284659],"category_scores_gemma":[0.01060399,0.0004140966,0.0005793317,0.01011668,0.0007082802,0.0007835616,0.00156455,0.0008254471,0.0006166835],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04905826,"about_ca_system_score_gemma":0.108695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9847483,"about_ca_topic_score_gemma":0.9921368,"domain_scores_codex":[0.9944471,0.0002315022,0.0002602092,0.0003908238,0.002970868,0.001699451],"domain_scores_gemma":[0.9799153,0.0008341059,0.00309547,0.0002288434,0.009170393,0.006755874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001259467,0.00009135792,0.9094451,0.0003574652,0.00009114498,0.00008862367,0.00132395,0.0003755695,0.0002268457,0.0009550478,0.02513296,0.06178599],"study_design_scores_gemma":[0.00001152101,0.00003358585,0.9865975,0.0001475481,0.00003682828,0.00008842392,0.001298902,0.0002907347,0.0001005472,0.00004679631,0.01133217,0.00001551241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8797768,0.01104036,0.001364305,0.01295826,0.0001400545,0.0003001074,0.04931628,0.0005111147,0.04459267],"genre_scores_gemma":[0.9761331,0.00599483,0.001932291,0.0009156764,0.00003831369,0.0001156743,0.01220078,0.00006515781,0.002604095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9847483,"threshold_uncertainty_score":0.3559442,"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."}}