{"id":"W4410271439","doi":"10.1164/ajrccm.2025.211.abstracts.a3111","title":"Effect of a Comprehensive Antibiotic Stewardship Programme on Antibiotic Prescribing for Acute Respiratory Infections in China's Rural Primary Care Facilities: A Cluster-randomised Controlled Trial","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Antibiotic Stewardship; Antibiotics; Stewardship (theology); China; Intensive care medicine; Antimicrobial stewardship; Primary care; Cluster (spacecraft); Family medicine; Antibiotic resistance","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":[0.00386581,0.001564179,0.003590321,0.0005940212,0.001124447,0.00109412,0.001294864,0.002244436,0.005534432],"category_scores_gemma":[0.004954326,0.000778843,0.003283322,0.0007948595,0.001570729,0.001050193,0.0008962854,0.001825872,0.0003560788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00253845,"about_ca_system_score_gemma":0.004648502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008722864,"about_ca_topic_score_gemma":0.01038734,"domain_scores_codex":[0.9966083,0.001811622,0.0003314707,0.0006083768,0.0002474255,0.0003928315],"domain_scores_gemma":[0.9971112,0.0007479866,0.0006801967,0.0002613835,0.0003319851,0.000867311],"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":[0.9306952,0.02989006,0.002908673,0.005388299,0.005421584,0.000081399,0.0002176597,0.0007887291,0.001118345,0.0001913516,0.0009536095,0.02234504],"study_design_scores_gemma":[0.9138836,0.07675489,0.005901331,0.0001916178,0.001879825,0.00001369122,0.00006595752,0.0006107437,0.0001934562,0.0001409355,0.0003380874,0.00002581678],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753817,0.003319904,0.0006507894,0.0006369607,0.0005900771,0.01797091,0.0005016809,0.0001040536,0.0008439352],"genre_scores_gemma":[0.9799088,0.0008637257,0.001983971,0.0006619646,0.0002517496,0.01532488,0.0002606054,0.000007158339,0.0007372009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008722864,"threshold_uncertainty_score":0.02044457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098209611429708,"score_gpt":0.3025718064719734,"score_spread":0.2915897103576763,"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."}}