{"id":"W2302218001","doi":"10.1093/ofid/ofv133.1022","title":"Pediatric Antimicrobial Stewardship: It's as Easy as 1-2-3 (1 Hour, 2 People, 3 Times a Week)","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antimicrobial; Intensive care medicine; Family medicine; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002274974,0.0004682745,0.0004051228,0.0006165087,0.0004719801,0.001280627,0.0007171838,0.0005014806,0.01405072],"category_scores_gemma":[0.007158145,0.0001846512,0.0004036712,0.0007842362,0.0004188634,0.00118461,0.001408204,0.0007434871,0.002346081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098434,"about_ca_system_score_gemma":0.003898585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006209523,"about_ca_topic_score_gemma":0.02095966,"domain_scores_codex":[0.9967578,0.0009242952,0.0002065454,0.0002226338,0.001524596,0.0003641488],"domain_scores_gemma":[0.9924995,0.0009219339,0.0022054,0.0003809718,0.001044128,0.002948051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000185,0.001179941,0.10894,0.0006293897,0.00005015179,0.0001334516,0.0002484042,0.0001682989,0.0007791213,0.0003541111,0.07117913,0.816153],"study_design_scores_gemma":[0.0003032349,0.002359444,0.8404132,0.001526096,0.00009903685,0.001774666,0.001094132,0.0006027343,0.001426169,0.0008902248,0.1494531,0.00005793933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6470016,0.03639482,0.02326035,0.1382206,0.003954792,0.002272047,0.003825545,0.006708767,0.1383616],"genre_scores_gemma":[0.8674082,0.01958341,0.07398888,0.01328338,0.002522074,0.0007643764,0.00155237,0.0002467238,0.02065062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405072,"threshold_uncertainty_score":0.04700434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176575101129991,"score_gpt":0.2598412798090502,"score_spread":0.2480755287977503,"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."}}