{"id":"W2153637080","doi":"10.1186/s40545-014-0017-z","title":"Antibiotic repeat prescriptions: are patients not re-filling them properly?","year":2014,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Policy and Practice","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Curtin University of Technology","keywords":"Medical prescription; Medicine; Pharmacy; Family medicine; Antibiotics; Respiratory tract infections; Metropolitan area; Pediatrics; Internal medicine; Pharmacology","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":[0.002303785,0.0001885357,0.0005784517,0.0003939384,0.0007816487,0.001883194,0.0005781171,0.001674042,0.004594928],"category_scores_gemma":[0.02460412,0.0002955545,0.0004044576,0.0008833914,0.0007964438,0.002197101,0.0007081216,0.001672032,0.0008907014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000562282,"about_ca_system_score_gemma":0.001419192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223387,"about_ca_topic_score_gemma":0.003156686,"domain_scores_codex":[0.9968153,0.0009251527,0.0005165479,0.0003272879,0.0009392165,0.0004764804],"domain_scores_gemma":[0.9843985,0.003196255,0.00943415,0.0004122212,0.001266107,0.001292716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511406,0.0002458071,0.9449779,0.0002167408,0.00005567123,0.001501655,0.002989956,0.00005092593,0.000335173,0.0001998619,0.002586793,0.04668837],"study_design_scores_gemma":[0.00003764085,0.001026763,0.9348358,0.001007135,0.000160702,0.01880556,0.02943419,0.0005417386,0.0004656566,0.0007203961,0.01289278,0.00007177045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785461,0.003991576,0.0003838425,0.01162379,0.000144459,0.00004427408,0.0002335483,0.00003203048,0.005000386],"genre_scores_gemma":[0.9950032,0.001624373,0.0003010176,0.002169637,0.0001117671,0.00001427152,0.0001044783,0.000009168316,0.000662155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004594928,"threshold_uncertainty_score":0.01537156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06542585704100741,"score_gpt":0.3527943628880491,"score_spread":0.2873685058470417,"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."}}