{"id":"W2587975435","doi":"10.1093/pch/19.5.261","title":"Antimicrobial stewardship in daily practice: Managing an important resource","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"Association of Medical Microbiology and Infectious Disease Canada","keywords":"Antimicrobial stewardship; Pyuria; Intensive care medicine; Antimicrobial; Stewardship (theology); Pneumonia; Medicine; Chest radiograph; Antibiotics; Antibiotic resistance; Internal medicine; Biology; Urine; Microbiology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01183653,0.0008221086,0.0008131012,0.001654375,0.005845658,0.01002777,0.002237426,0.006326368,0.01409922],"category_scores_gemma":[0.02926183,0.0006509356,0.0005250768,0.001568461,0.004389054,0.0108811,0.01090906,0.009076902,0.006641028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004053481,"about_ca_system_score_gemma":0.01672054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921881,"about_ca_topic_score_gemma":0.004605135,"domain_scores_codex":[0.9843503,0.006848659,0.001177724,0.0007985843,0.005502061,0.001322609],"domain_scores_gemma":[0.9622339,0.007179772,0.003166434,0.00177153,0.005482337,0.02016607],"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":[0.00005151936,0.0003595676,0.008109375,0.001174333,0.00004732857,0.001561839,0.005750926,0.0003754641,0.001501889,0.01444705,0.4400945,0.5265262],"study_design_scores_gemma":[0.00003375674,0.0004407531,0.01094068,0.004097756,0.00003125504,0.004007648,0.0130604,0.0006492728,0.0007671944,0.03578195,0.9300116,0.0001778531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01571734,0.02827726,0.02616554,0.8577608,0.01097361,0.0003239434,0.0001229726,0.001333203,0.05932535],"genre_scores_gemma":[0.2754816,0.1058421,0.2425537,0.2825113,0.02045262,0.001300703,0.0005103341,0.0009195672,0.070428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01409922,"threshold_uncertainty_score":0.06259829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00819058746880115,"score_gpt":0.2593697114733585,"score_spread":0.2511791240045574,"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."}}