{"id":"W2256867183","doi":"10.1155/2014/359523","title":"Antimicrobial Stewardship in Daily Practice: Managing an Important Resource","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Antimicrobial stewardship; Intensive care medicine; Pyuria; Antimicrobial; Stewardship (theology); Pneumonia; Medicine; Chest radiograph; Antibiotics; Antibiotic resistance; Biology; Internal medicine; Urine; Microbiology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01260481,0.0008720505,0.0009414214,0.001969903,0.00797254,0.0116229,0.002746006,0.006834569,0.01467049],"category_scores_gemma":[0.03323404,0.0006683714,0.0005712888,0.002031936,0.005763415,0.01085271,0.01079892,0.009310127,0.006683959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007248743,"about_ca_system_score_gemma":0.03037896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006613676,"about_ca_topic_score_gemma":0.01611645,"domain_scores_codex":[0.9830315,0.006230777,0.001151665,0.0008288203,0.007083069,0.001674073],"domain_scores_gemma":[0.95538,0.007053645,0.003117225,0.00175155,0.007326122,0.02537159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004841743,0.0002800405,0.006426691,0.001075021,0.0000415373,0.001260266,0.005583768,0.0003136604,0.001191532,0.01259938,0.4951545,0.4760253],"study_design_scores_gemma":[0.00003726599,0.0003433422,0.01117436,0.003718374,0.00003239328,0.002955586,0.01358346,0.0005310716,0.0005421739,0.03649872,0.9303941,0.0001892828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01111119,0.02716835,0.01670523,0.881628,0.01016042,0.0002738784,0.0001068448,0.001020917,0.05182518],"genre_scores_gemma":[0.254945,0.1159696,0.2034303,0.3355926,0.02003479,0.001138736,0.0005190579,0.0008468012,0.06752307],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01467049,"threshold_uncertainty_score":0.06666136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003912533331683949,"score_gpt":0.2225429543027804,"score_spread":0.2186304209710965,"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."}}