{"id":"W2289901469","doi":"10.4212/cjhp.v69i1.1523","title":"Should Traditional Antimicrobial Stewardship (AMS) Models Incorporating Clinical Pharmacists with Full-Time AMS Responsibilities Be Replaced by Models in Which Pharmacists Simply Participate in AMS Activities as Part of Their Routine Ward or Team-Based Pharmaceutical Care?","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Interior Health","funders":"Astellas Pharma; Sunovion","keywords":"Antimicrobial stewardship; Clinical pharmacy; Stewardship (theology); Medicine; Pharmacy; Nursing; Chemistry; Political science; Antibiotics; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01337032,0.0003541894,0.0005850827,0.0004386352,0.00144299,0.005051754,0.002556053,0.003951789,0.01330511],"category_scores_gemma":[0.03135857,0.0002176374,0.0009238604,0.0006383738,0.002588298,0.005076076,0.001725618,0.003163571,0.002661923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007210108,"about_ca_system_score_gemma":0.02876095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07781314,"about_ca_topic_score_gemma":0.2435912,"domain_scores_codex":[0.9921278,0.002371812,0.0004245981,0.0006136241,0.002754351,0.00170791],"domain_scores_gemma":[0.9759166,0.005136324,0.003009491,0.00158373,0.0079732,0.006380674],"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":[0.001702949,0.003154189,0.1048629,0.001320749,0.0002830231,0.0006441007,0.001104576,0.001620384,0.001809208,0.05468949,0.1935111,0.6352974],"study_design_scores_gemma":[0.001333633,0.003676851,0.2753589,0.004998643,0.0005061153,0.002115993,0.01013799,0.006431393,0.003964366,0.04929499,0.6419096,0.0002715393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1122867,0.008122737,0.005474161,0.8209431,0.007358766,0.0001889569,0.000344393,0.0004336168,0.04484763],"genre_scores_gemma":[0.6975688,0.007961942,0.01754313,0.2592699,0.003638317,0.0001353243,0.0003280941,0.00008749713,0.01346704],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07781314,"threshold_uncertainty_score":0.1547204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09178511092286179,"score_gpt":0.3276353980023076,"score_spread":0.2358502870794458,"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."}}