{"id":"W4399384737","doi":"10.1136/bmj-2024-079329","title":"Mailed feedback to primary care physicians on antibiotic prescribing for patients aged 65 years and older: pragmatic, factorial randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"BMJ","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University; Université Laval; University of Toronto; Toronto East General Hospital; Sunnybrook Hospital; Women's College Hospital; Public Health Ontario","funders":"","keywords":"Medicine; Medical prescription; Randomized controlled trial; Family medicine; Poisson regression; Intervention (counseling); Population; Rate ratio; Pediatrics; Internal medicine; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.009813291,0.003010733,0.00497402,0.001319923,0.001628602,0.00214516,0.001710807,0.006028908,0.01311814],"category_scores_gemma":[0.02318563,0.001646076,0.003927639,0.001548406,0.002599258,0.002527427,0.001719837,0.00275911,0.001112448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016438,"about_ca_system_score_gemma":0.006504393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007605276,"about_ca_topic_score_gemma":0.0117271,"domain_scores_codex":[0.9868658,0.009070764,0.001172265,0.001070951,0.0009408416,0.0008793782],"domain_scores_gemma":[0.9891377,0.004773018,0.002834446,0.0006151111,0.0007928385,0.001846813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9665328,0.01191194,0.0005178652,0.005228264,0.001408251,0.00005859326,0.0002080178,0.0002719818,0.0003494043,0.0001539686,0.0006582841,0.01270062],"study_design_scores_gemma":[0.964988,0.03323316,0.0006057209,0.0002282581,0.0003671497,0.00001160086,0.0000336903,0.0001401807,0.00005136873,0.0001002603,0.0002283674,0.00001209277],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8159945,0.009637852,0.003497141,0.00298239,0.004187171,0.1565529,0.002219544,0.0005495273,0.004378879],"genre_scores_gemma":[0.8569591,0.003485164,0.009383943,0.00250539,0.001635866,0.1225966,0.0004974124,0.00003027056,0.00290622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01311814,"threshold_uncertainty_score":0.0518983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00793370117283697,"score_gpt":0.2468405047780835,"score_spread":0.2389068036052465,"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."}}