{"id":"W2008231611","doi":"10.5489/cuaj.2726","title":"The importance of antibiotic stewardship","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Antibiotic Stewardship; Stewardship (theology); Antibiotics; Antimicrobial stewardship; Business; Political science; Microbiology; Antibiotic resistance; Biology; Law","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":[0.01404616,0.0005718482,0.001227992,0.001954011,0.007057694,0.01840416,0.002697373,0.01374602,0.009996341],"category_scores_gemma":[0.08984894,0.0005953262,0.0006940498,0.001767038,0.01077628,0.009864553,0.005518899,0.02217882,0.002890078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021486,"about_ca_system_score_gemma":0.03148281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02383728,"about_ca_topic_score_gemma":0.06090336,"domain_scores_codex":[0.9788982,0.00552084,0.001954588,0.00167191,0.009768878,0.002185558],"domain_scores_gemma":[0.9056334,0.03528276,0.005487096,0.003677954,0.0244007,0.02551818],"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":[0.00001958153,0.00002699989,0.001192717,0.000266086,0.00001912296,0.0002115911,0.0006597872,0.00003150953,0.00006181562,0.00547042,0.9253627,0.06667773],"study_design_scores_gemma":[0.000012342,0.0000341904,0.002189003,0.001474197,0.00001847516,0.000534647,0.001011208,0.00007790828,0.0000818125,0.007711167,0.9868078,0.0000473882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005983811,0.03832661,0.0003739691,0.8889987,0.06353128,0.000009757106,0.00002919425,0.00006919614,0.008062891],"genre_scores_gemma":[0.03687419,0.07711208,0.00219316,0.6646043,0.2094983,0.00004528927,0.00009764791,0.0002750967,0.009299933],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02383728,"threshold_uncertainty_score":0.07428408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392898500303524,"score_gpt":0.2620967837626718,"score_spread":0.2381677987596365,"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."}}