{"id":"W7132902198","doi":"","title":"Community Pharmacists as Antimicrobial Stewards: A Focus on Acute Otitis Media","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Medical prescription; Pharmacist; Audit; Guideline; Psychological intervention; Antibiotics; Acute otitis media; Primary care","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":[0.00266154,0.0002919952,0.0003699432,0.0002882413,0.001007494,0.0009202163,0.0005777383,0.001173111,0.004639265],"category_scores_gemma":[0.003503222,0.0002794743,0.0002696871,0.0002652068,0.0004683428,0.0008995582,0.001283881,0.0008035087,0.000264503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023738,"about_ca_system_score_gemma":0.006034729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003136948,"about_ca_topic_score_gemma":0.01388905,"domain_scores_codex":[0.9981406,0.00097878,0.00006810219,0.0001734757,0.0003058551,0.0003333566],"domain_scores_gemma":[0.9978772,0.0007342343,0.0003579265,0.00005175555,0.0001920859,0.0007867819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01412634,0.2003198,0.1658385,0.005417079,0.0002523938,0.000998651,0.0143642,0.0002800363,0.0121788,0.001055898,0.005033741,0.5801345],"study_design_scores_gemma":[0.01581545,0.1823382,0.7524812,0.001759083,0.000439476,0.001102098,0.0189763,0.0006657746,0.003471439,0.0007334172,0.02215752,0.00006006847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938512,0.001713973,0.00007282155,0.002101158,0.00006174358,0.0005525037,0.00002320555,0.000003468196,0.001619885],"genre_scores_gemma":[0.9907565,0.00366589,0.001216644,0.001584328,0.0002885319,0.00100021,0.00005194824,0.00000254273,0.001433525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004639265,"threshold_uncertainty_score":0.01551992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03110013907933204,"score_gpt":0.3741152086348179,"score_spread":0.3430150695554859,"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."}}