{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00197441,0.0002471087,0.0004148151,0.001307617,0.000827132,0.0009495626,0.0005213517,0.0005565104,0.001531774],"category_scores_gemma":[0.005488751,0.0002926488,0.0004483327,0.001890525,0.0003838814,0.0007344909,0.0006709449,0.000395587,0.0002441579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002428917,"about_ca_system_score_gemma":0.00211695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06168383,"about_ca_topic_score_gemma":0.1020584,"domain_scores_codex":[0.9980991,0.0004490604,0.0002575839,0.0004875355,0.0004564632,0.0002502677],"domain_scores_gemma":[0.9947121,0.0005855389,0.002683959,0.0002549906,0.0009539135,0.0008094763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004328154,0.00002121867,0.9992988,0.00001304915,0.00003000473,0.00002594646,0.00008335784,0.00000470401,0.00006267566,0.000005009466,0.00006986541,0.00034217],"study_design_scores_gemma":[0.000008576665,0.00009664267,0.9991159,0.00001740737,0.00002078956,0.000156986,0.0002835403,0.00003959899,0.00002577244,0.000002730252,0.0002297321,0.000002237344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997427,0.0003085666,0.00005103222,0.00005991074,0.000006135935,0.00006805461,0.001663823,0.000002815515,0.0004125926],"genre_scores_gemma":[0.9979367,0.0001596559,0.0002108075,0.00008501049,0.000009271073,0.00005447499,0.001420375,0.000001778386,0.0001218307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06168383,"threshold_uncertainty_score":0.1226496,"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."}}