{"id":"W4391882596","doi":"10.3390/ani14040626","title":"An Evaluation of the Impact of an OPEN Stewardship Generated Feedback Intervention on Antibiotic Prescribing among Primary Care Veterinarians in Canada and Israel","year":2024,"lang":"en","type":"article","venue":"Animals","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Public Health Ontario; University of Toronto; University of Guelph","funders":"Canadian Institutes of Health Research; Ministry of Health, State of Israel; Vetenskapsrådet","keywords":"Medicine; Psychological intervention; Antibiotic Stewardship; Rate ratio; Antimicrobial stewardship; Antibiotics; Receipt; Confidence interval; Interrupted Time Series Analysis; Intervention (counseling); Family medicine; Medical prescription; Stewardship (theology); Incidence (geometry); Emergency medicine; Internal medicine; Nursing; Antibiotic resistance; Accounting","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":[0.004475515,0.0005396401,0.0007415822,0.0005449589,0.001075834,0.0006762581,0.001046107,0.0007917031,0.001053541],"category_scores_gemma":[0.00850067,0.0002935978,0.000661844,0.0006877505,0.000790543,0.000318683,0.0008091415,0.0006152026,0.00007994639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01567316,"about_ca_system_score_gemma":0.03050141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5577189,"about_ca_topic_score_gemma":0.6112947,"domain_scores_codex":[0.9955343,0.001934623,0.0001913199,0.0003671561,0.0009405535,0.00103215],"domain_scores_gemma":[0.9935069,0.001617132,0.00116029,0.0002330178,0.001598554,0.001884096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08510542,0.1360103,0.4601725,0.003088431,0.001492321,0.0005590135,0.0124533,0.004472471,0.008046756,0.0006807312,0.001463365,0.2864554],"study_design_scores_gemma":[0.01118104,0.1667973,0.8067909,0.0002884477,0.000838958,0.00006828904,0.004121203,0.004187194,0.003309921,0.0001139419,0.002222675,0.00008021576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986947,0.0001450373,0.0001026982,0.00006912321,0.000009424547,0.0005894158,0.00007721464,0.000005987288,0.0003064174],"genre_scores_gemma":[0.9974653,0.0002126769,0.0009087425,0.0001177931,0.00002317298,0.0006741807,0.0001221687,0.000001960277,0.0004739812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4422811,"threshold_uncertainty_score":0.8897716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104565696384001,"score_gpt":0.3046050328239533,"score_spread":0.2735593758601133,"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."}}