{"id":"W2883677694","doi":"10.1016/j.ijantimicag.2018.07.019","title":"Legal framework of antimicrobial stewardship in hospitals (LEASH): a European Society of Clinical Microbiology and Infectious Diseases (ESCMID) cross-sectional international survey","year":2018,"lang":"en","type":"article","venue":"International Journal of Antimicrobial Agents","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Antimicrobial stewardship; Legislation; Health care; Stewardship (theology); Business; Political science; Antibiotic resistance; Law","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":[0.005910467,0.0001315644,0.0002414783,0.001670191,0.0008943953,0.002096138,0.001140414,0.0009146698,0.002230258],"category_scores_gemma":[0.01821779,0.0003413116,0.0003986767,0.002214537,0.001037199,0.001382693,0.003303446,0.001638443,0.0001934997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00457538,"about_ca_system_score_gemma":0.008207904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05229931,"about_ca_topic_score_gemma":0.07260747,"domain_scores_codex":[0.9925519,0.002449354,0.001078555,0.0004440039,0.001686848,0.001789449],"domain_scores_gemma":[0.961208,0.007058376,0.01968088,0.0008644059,0.003807516,0.00738084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003493845,0.0001034555,0.9931156,0.00002880044,0.0000313108,0.00007563226,0.001660093,0.00004968388,0.00008635309,0.0006925295,0.0007394311,0.00338226],"study_design_scores_gemma":[0.000003216241,0.00003709878,0.9946904,0.00006718745,0.000007806515,0.00009887592,0.003643031,0.0001320568,0.00004478168,0.00009413291,0.001174365,0.000006953185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938403,0.0004664549,0.0001204452,0.00303625,0.00001533782,0.00002152142,0.0004505219,0.000003434899,0.00204581],"genre_scores_gemma":[0.9988801,0.00016359,0.0000897661,0.0003912151,0.0000103481,0.000008059049,0.0002332756,0.000002020436,0.0002215875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05229931,"threshold_uncertainty_score":0.1039898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231483341875892,"score_gpt":0.335587020136531,"score_spread":0.3132721867177721,"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."}}