{"id":"W3200337283","doi":"10.1002/psb.1939","title":"Using defined daily doses to review antibiotic prescribing","year":2021,"lang":"en","type":"article","venue":"Prescriber","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Antibiotics; Defined daily dose; Primary care; Consumption (sociology); Antibiotic resistance; Antimicrobial; Intensive care medicine; Drug; Family medicine; Pharmacology; Microbiology","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":[0.02114987,0.0005680982,0.001636082,0.01112074,0.0006659815,0.003868913,0.001678144,0.0009909298,0.004401057],"category_scores_gemma":[0.1452361,0.0006046454,0.001118128,0.006068795,0.0004360332,0.003639493,0.001571242,0.001082996,0.002184897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003378288,"about_ca_system_score_gemma":0.005576963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00758222,"about_ca_topic_score_gemma":0.01722531,"domain_scores_codex":[0.9538823,0.01891773,0.01468252,0.002527872,0.009626108,0.0003633739],"domain_scores_gemma":[0.8406771,0.04424503,0.03960034,0.008049491,0.0636221,0.003805963],"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":[0.0008459781,0.0004351469,0.1070242,0.01553899,0.001288654,0.0005131799,0.003861388,0.001549069,0.003580478,0.002328917,0.09909963,0.7639344],"study_design_scores_gemma":[0.0007157543,0.003165706,0.3910234,0.02026425,0.001651007,0.002823952,0.005205058,0.005704119,0.006773828,0.003749124,0.5582324,0.0006914716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3953229,0.164853,0.08973815,0.06851497,0.01046581,0.01951027,0.05035515,0.00553924,0.1957005],"genre_scores_gemma":[0.6925122,0.06914231,0.1779337,0.01103225,0.004091709,0.009547389,0.01473028,0.0006395916,0.02037055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02114987,"threshold_uncertainty_score":0.1118526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04697146401545001,"score_gpt":0.2894402019775237,"score_spread":0.2424687379620737,"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."}}