{"id":"W3119935863","doi":"10.1136/bmjopen-2020-039760","title":"Evaluation of an OPEN Stewardship generated feedback intervention to improve antibiotic prescribing among primary care veterinarians in Ontario, Canada and Israel: protocol for evaluating usability and an interrupted time-series analysis","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Institute for Work & Health; McMaster University; University of Guelph; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; European Commission; Joint Programming Initiative on Antimicrobial Resistance","keywords":"Medicine; Usability; Antimicrobial stewardship; Psychological intervention; Cohort; Stewardship (theology); Protocol (science); Intervention (counseling); Family medicine; Vendor; Nursing; Antibiotic resistance; Antibiotics; Alternative medicine; Internal medicine; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0403883,0.002809663,0.00356414,0.002631474,0.005747791,0.001753515,0.003960961,0.002124465,0.009206072],"category_scores_gemma":[0.03508148,0.002501586,0.003431608,0.00351366,0.002434476,0.001072816,0.002078121,0.001840387,0.0009764871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03741149,"about_ca_system_score_gemma":0.09708051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3223687,"about_ca_topic_score_gemma":0.4077865,"domain_scores_codex":[0.9722439,0.01439841,0.003143679,0.002139019,0.004481364,0.003593623],"domain_scores_gemma":[0.9633934,0.008186848,0.005020878,0.002123417,0.01769376,0.003581504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2198284,0.2488568,0.08330155,0.01914015,0.001744602,0.001061908,0.03515183,0.01161651,0.009436567,0.001945981,0.02209176,0.3458239],"study_design_scores_gemma":[0.2334407,0.3230698,0.3777016,0.002707203,0.001445633,0.00008027926,0.01071541,0.00912743,0.00784269,0.0008781774,0.03236556,0.0006255066],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08396831,0.00007439913,0.001781427,0.0001194418,0.00005144265,0.9113019,0.001503339,0.00007957336,0.001120104],"genre_scores_gemma":[0.04468786,0.0001189906,0.007176616,0.00008767284,0.00002326107,0.946916,0.0004170159,0.000007334479,0.0005651948],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6776313,"threshold_uncertainty_score":0.6409845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0933081767023643,"score_gpt":0.4037758707897611,"score_spread":0.3104676940873968,"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."}}