{"id":"W2337077240","doi":"10.1093/ofid/ofv133.1027","title":"Antimicrobial Stewardship Programs at Pediatric Centres Across Canada: Implementation and Characteristics","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Medicine; Stewardship (theology); Family medicine; Antibiotics; Microbiology; Antibiotic resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007665917,0.0001630527,0.0002294427,0.00001646752,0.0004310928,0.0001142223,0.0001721246,0.00008023244,0.000102949],"category_scores_gemma":[0.00003167993,0.0001420087,0.00003394668,0.00009235292,0.0001013815,0.0001491501,0.0003853957,0.00007770363,0.00005362205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001586105,"about_ca_system_score_gemma":0.0003547202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1304916,"about_ca_topic_score_gemma":0.5034341,"domain_scores_codex":[0.9989381,0.00007866458,0.0002198373,0.000269614,0.00004597417,0.0004478376],"domain_scores_gemma":[0.9994905,0.00002802759,0.0001486572,0.0001579843,0.00008190129,0.0000929148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190439,0.0001457748,0.9567572,0.00003746411,0.00006740679,0.0000148105,0.0001460798,3.319295e-7,0.0001813559,0.00009752334,0.03629765,0.00613539],"study_design_scores_gemma":[0.004864688,0.0003535073,0.9164631,0.00003998504,0.0002524322,0.0001229786,0.002674979,9.606525e-7,0.00228189,0.0000820479,0.07229019,0.0005732148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962854,0.001132673,0.000006831469,0.0002518111,0.0007444001,0.000506409,0.0005710188,0.00004583311,0.0004556516],"genre_scores_gemma":[0.9977153,0.0001619086,0.000004655157,0.0003141582,0.00005006867,0.00001306896,0.000749674,0.0000167072,0.0009744368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3729424,"threshold_uncertainty_score":0.8752986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328372303436358,"score_gpt":0.2713192373079966,"score_spread":0.258035514273633,"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."}}