{"id":"W2198379289","doi":"10.4212/cjhp.v68i6.1498","title":"Antibiotic Stewardship: An Important Pharmacy Role?","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Antibiotic Stewardship; Stewardship (theology); Antibiotics; Antimicrobial stewardship; Medicine; Clinical pharmacy; Business; Family medicine; Political science; Microbiology; Antibiotic resistance; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01051128,0.0006141508,0.001134532,0.001195599,0.005638277,0.01597495,0.001828243,0.01018031,0.04612989],"category_scores_gemma":[0.02457298,0.0004075276,0.0008287687,0.001577203,0.006056801,0.008695122,0.005906904,0.01219698,0.007311792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009824682,"about_ca_system_score_gemma":0.04724685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02164937,"about_ca_topic_score_gemma":0.07714604,"domain_scores_codex":[0.987812,0.003293991,0.0006104714,0.0009447059,0.003700282,0.003638656],"domain_scores_gemma":[0.9367704,0.005535421,0.00325591,0.001596942,0.01149739,0.04134397],"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":[0.0002157671,0.0008681956,0.01839949,0.0009158101,0.0001377284,0.001018808,0.001089324,0.0001129878,0.0007085688,0.03475942,0.6578806,0.2838933],"study_design_scores_gemma":[0.0001461751,0.0003809012,0.03965591,0.003195707,0.000131396,0.002709894,0.006365978,0.0003040811,0.0006425989,0.03425127,0.9120844,0.0001316553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004732039,0.01992506,0.000577841,0.9330134,0.007362384,0.0000203765,0.00004916292,0.00008397796,0.03423575],"genre_scores_gemma":[0.2746569,0.05340574,0.003510674,0.6025147,0.02426849,0.00006237278,0.0001771789,0.0001861475,0.04121789],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04612989,"threshold_uncertainty_score":0.1543198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392753043750129,"score_gpt":0.2750442223686434,"score_spread":0.2511166919311421,"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."}}