{"id":"W3195130085","doi":"10.1111/jvim.16246","title":"Evaluation of antimicrobial prescriptions in dogs with suspected bacterial urinary tract disease","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Oakville-Trafalgar Memorial Hospital; University of Guelph","funders":"","keywords":"Medicine; Amoxicillin; Interquartile range; Cefpodoxime; Antimicrobial; Clavulanic acid; Antimicrobial stewardship; Internal medicine; Antibiotics; Urinary system; Gastroenterology; Antibiotic resistance; Antibacterial agent; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00245982,0.0003417358,0.0009522868,0.0006791826,0.00004972325,0.00001953011,0.0003490603,0.0001016697,0.002488254],"category_scores_gemma":[0.001041633,0.0002560705,0.0002273266,0.0004855654,0.0002640714,0.0005824555,0.0001185841,0.0005987684,0.000006232911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605719,"about_ca_system_score_gemma":0.0007557677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001025401,"about_ca_topic_score_gemma":0.000008124109,"domain_scores_codex":[0.9950798,0.001055706,0.001616046,0.0003374775,0.001546679,0.0003642988],"domain_scores_gemma":[0.99651,0.0002738332,0.0009018657,0.0004422801,0.001548457,0.0003235757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02946616,0.003783419,0.01648784,0.00041007,0.0004672104,0.1785481,0.001845467,0.0001005862,0.7616529,0.00001948525,0.003113081,0.004105582],"study_design_scores_gemma":[0.01847079,0.04489975,0.5552565,0.01078853,0.001520686,0.3589201,0.001444101,0.0009865324,0.0009990843,0.00019506,0.00589232,0.0006265365],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933109,0.001190886,0.0001810966,0.001444733,0.002199239,0.0002448967,0.00002740233,0.00001692321,0.001383958],"genre_scores_gemma":[0.99769,0.0002475354,0.0004047249,0.0001436149,0.001303567,0.00001067636,0.00003381291,0.00004387555,0.0001222295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7606539,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083220117030878,"score_gpt":0.3697949363199881,"score_spread":0.2614729246169002,"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."}}