{"id":"W2616814398","doi":"10.1111/jvim.14733","title":"Antimicrobial Prescribing in Dogs and Cats in Australia: Results of the Australasian Infectious Disease Advisory Panel Survey","year":2017,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"Zoetis; Pfizer","keywords":"Medicine; Antimicrobial; Antimicrobial stewardship; Cephalosporin; Antibiotics; Infectious disease (medical specialty); Intensive care medicine; CATS; Veterinary medicine; Disease; Antibiotic resistance; Family medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002167832,0.0002059176,0.0007337292,0.0004587123,0.00007458177,0.00002025587,0.0005378927,0.0001243602,0.00003442905],"category_scores_gemma":[0.003029,0.0001347462,0.0001042095,0.000137205,0.0008253259,0.0002752516,0.0003249195,0.001091117,0.000001418153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804231,"about_ca_system_score_gemma":0.0001898292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004447076,"about_ca_topic_score_gemma":0.0005842607,"domain_scores_codex":[0.9974215,0.0004473688,0.001117698,0.0002358731,0.0004395893,0.0003379589],"domain_scores_gemma":[0.9978793,0.0002590817,0.0008479818,0.000513703,0.0002159618,0.0002839926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01457722,0.0003718604,0.893326,0.0002638198,0.00007017961,0.009209267,0.0007829231,0.00001097627,0.07921131,0.000001507127,0.0008837903,0.001291112],"study_design_scores_gemma":[0.009750966,0.006201804,0.963756,0.004428727,0.00005389216,0.01516299,0.00007209247,0.00004108194,0.0001803537,0.00002785981,0.0002310866,0.00009317457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943542,0.0001354073,0.000004932785,0.004027929,0.0008093658,0.000311107,0.00002138306,0.000003454091,0.0003321667],"genre_scores_gemma":[0.9987547,0.0002022882,0.00006129471,0.00008560078,0.000285029,0.000002816329,0.000002487628,0.00001795683,0.0005878655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07903095,"threshold_uncertainty_score":0.6722679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610549651945019,"score_gpt":0.4130625669543843,"score_spread":0.2520076017598824,"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."}}