{"id":"W2058671732","doi":"10.1258/135581906775094253","title":"Impact of administrative restrictions on antibiotic use and expenditure in Ontario: time series analysis","year":2005,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bayer (Canada); University of Toronto","funders":"Bayer Canada; Bayer Fund; North Carolina State University","keywords":"Medical prescription; Nitrofurantoin; Reimbursement; Medicine; Antibiotics; Ciprofloxacin; Observational study; Liberian dollar; Defined daily dose; Pediatrics; Internal medicine; Business; Economics; Pharmacology; Finance; Health care","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":[0.001576313,0.0003409898,0.0005086568,0.001111777,0.0005833113,0.00111639,0.0009780881,0.0006722523,0.002539465],"category_scores_gemma":[0.01183369,0.0003429428,0.0007779725,0.003171208,0.0005789128,0.0004905134,0.0006374673,0.0006922659,0.0002954356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01496293,"about_ca_system_score_gemma":0.01026241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9292814,"about_ca_topic_score_gemma":0.9170867,"domain_scores_codex":[0.9978372,0.0003555715,0.0001592834,0.0002368743,0.0008868009,0.0005242474],"domain_scores_gemma":[0.990266,0.002151656,0.00499985,0.000485696,0.001509706,0.0005869982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002732782,0.00008341822,0.9869159,0.00005283643,0.0002965884,0.000172763,0.0002437179,0.006020538,0.0001928502,0.0003402999,0.001427965,0.003979765],"study_design_scores_gemma":[0.00001107844,0.00003487411,0.9923981,0.000007915153,0.00003668362,0.00002493999,0.0001286054,0.006329515,0.00004861389,0.00004441555,0.0009266915,0.00000863323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894616,0.000456173,0.0004228909,0.0009532447,0.00001408906,0.00003665696,0.007235006,0.00002262817,0.001397799],"genre_scores_gemma":[0.9920616,0.0003577415,0.0001869956,0.00006038299,0.00002106696,0.00002475057,0.005572699,0.000005569847,0.001709234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07071865,"threshold_uncertainty_score":0.1422702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998079662619218,"score_gpt":0.4260625198261261,"score_spread":0.3660817231999339,"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."}}