{"id":"W3209003810","doi":"10.1177/1098612x211054815","title":"A multicenter study of antimicrobial prescriptions for cats diagnosed with bacterial urinary tract disease","year":2021,"lang":"en","type":"article","venue":"Journal of Feline Medicine and Surgery","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oakville-Trafalgar Memorial Hospital; University of Prince Edward Island; University of Guelph","funders":"","keywords":"Medicine; Medical prescription; Amoxicillin; Antimicrobial; Antimicrobial stewardship; Internal medicine; Urinary system; Psychological intervention; Clavulanic acid; Antibiotics; Intensive care medicine; Antibiotic resistance; Pharmacology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009775469,0.0002527163,0.00108667,0.0003687486,0.00009543293,0.00001627357,0.00009652629,0.00005871712,0.0001737048],"category_scores_gemma":[0.001100473,0.0001699377,0.0002280871,0.0002176639,0.0001274599,0.0002733052,0.00004505214,0.0002312969,5.748406e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002016188,"about_ca_system_score_gemma":0.0003245273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004334443,"about_ca_topic_score_gemma":0.000007904794,"domain_scores_codex":[0.997534,0.0002666118,0.001262626,0.0002578968,0.0003992357,0.000279606],"domain_scores_gemma":[0.9966493,0.001472279,0.0006095622,0.0002823434,0.0006573415,0.0003291897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06736238,0.02879206,0.4474743,0.002258621,0.001563082,0.1636637,0.01139713,0.00002879031,0.1152884,0.000004470176,0.1558686,0.006298508],"study_design_scores_gemma":[0.03324873,0.03395205,0.817391,0.006637873,0.003273608,0.03220021,0.02049938,0.0003224022,0.000356801,0.00002079512,0.05104772,0.001049417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947662,0.001173748,0.0001836322,0.002194082,0.001269834,0.0003425353,0.00003630708,0.00001173327,0.00002190866],"genre_scores_gemma":[0.9965709,0.0005614421,0.0002328469,0.0004314414,0.002016095,0.00001610216,0.00004774266,0.00003434684,0.00008909637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3699167,"threshold_uncertainty_score":0.6929858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0992513432880792,"score_gpt":0.3419123429132621,"score_spread":0.2426609996251829,"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."}}