{"id":"W4406955750","doi":"10.1093/ofid/ofae631.153","title":"501. Impact of Implementation of World Health Organization (WHO) National Action Plans (NAP) on Antibiotic Rates: A Time Series Analysis of 38 Countries","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Nap; Action (physics); Series (stratigraphy); Gerontology","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":[0.00436833,0.0003943419,0.0004307833,0.001035646,0.0002869993,0.00104202,0.0005268463,0.0005097659,0.002201842],"category_scores_gemma":[0.008729691,0.0003487564,0.001724739,0.001913278,0.0003823885,0.0007564271,0.0009903215,0.0010738,0.0005030742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006198003,"about_ca_system_score_gemma":0.0006524415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02809571,"about_ca_topic_score_gemma":0.01106593,"domain_scores_codex":[0.9974126,0.001118148,0.0002539879,0.0005431905,0.0002971704,0.000374938],"domain_scores_gemma":[0.9928316,0.002477897,0.00302078,0.0005605484,0.00066374,0.0004454733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492849,0.00007330508,0.9949594,0.00002572789,0.000359352,0.0001071256,0.0001428127,0.001357527,0.00007859494,0.00007110123,0.0004859805,0.002189844],"study_design_scores_gemma":[0.00001459459,0.0002492247,0.9929211,0.0000207561,0.0000941172,0.00008992811,0.0004426547,0.005376335,0.000108498,0.0000421861,0.0006289575,0.00001159327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962546,0.0002128064,0.0002810481,0.0001032723,0.00001347033,0.0000257247,0.002598999,0.00001373953,0.000496486],"genre_scores_gemma":[0.9969392,0.00007713775,0.0002158112,0.00002384817,0.000008007197,0.00002909715,0.002512632,0.000005459272,0.0001888548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02809571,"threshold_uncertainty_score":0.05586433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068554413781297,"score_gpt":0.3797908788430524,"score_spread":0.3491053347052394,"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."}}