{"id":"W4417497608","doi":"10.2471/blt.25.293840","title":"Effectiveness of doctors’ advice on non-prescription antibiotic use: a randomized controlled trial, China","year":2025,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Psychological intervention; China; Advice (programming); Intervention (counseling); Randomized controlled trial; Alternative medicine","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":[0.002553747,0.001183633,0.003187604,0.0007029638,0.0006731912,0.000794448,0.001026823,0.002164438,0.005009661],"category_scores_gemma":[0.004131083,0.0006568062,0.002568183,0.0007281385,0.001119277,0.0007730599,0.0005273457,0.001279777,0.0002739352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657918,"about_ca_system_score_gemma":0.003311777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005824056,"about_ca_topic_score_gemma":0.009092157,"domain_scores_codex":[0.9979321,0.001094423,0.0002178466,0.0003977741,0.0001666285,0.0001912997],"domain_scores_gemma":[0.9984308,0.0004373802,0.00051838,0.00008336505,0.0001213525,0.0004087144],"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":[0.9156637,0.02090207,0.004657522,0.009158321,0.00564962,0.0000868091,0.0001737826,0.0005602062,0.00120712,0.0001661256,0.0007936289,0.04098126],"study_design_scores_gemma":[0.9633483,0.02805726,0.005896931,0.0001828586,0.001675818,0.000009734028,0.00002500963,0.0003493399,0.0001644986,0.00005878852,0.0002188955,0.00001253151],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775937,0.01207426,0.0005708207,0.0008896028,0.0004930845,0.006778658,0.0004364551,0.00008725856,0.001076256],"genre_scores_gemma":[0.9857343,0.003747447,0.001693971,0.0009611038,0.0003364426,0.006158804,0.0002633327,0.000006055475,0.001098474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005824056,"threshold_uncertainty_score":0.01675898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004439980175160541,"score_gpt":0.2480880556919478,"score_spread":0.2436480755167872,"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."}}