{"id":"W4411592488","doi":"10.1111/vde.13365","title":"Synopsis of the antimicrobial use guidelines for canine pyoderma by the International Society for Companion Animal Infectious Diseases (ISCAID)","year":2025,"lang":"en","type":"article","venue":"Veterinary Dermatology","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Pyoderma; Medicine; Staphylococcus pseudintermedius; Antimicrobial; Dermatology; Intensive care medicine; Staphylococcus aureus; Staphylococcus; 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":[0.00001107471,0.0001387502,0.0002781392,0.00003649956,0.0001889022,0.00001907643,0.0001602476,0.00007662631,0.00000924806],"category_scores_gemma":[0.0001564615,0.00008385153,0.0003088042,0.00009419401,0.0001623509,0.00008024215,0.000102219,0.00005979211,9.421274e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005254359,"about_ca_system_score_gemma":0.0001171473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006215785,"about_ca_topic_score_gemma":0.00001002349,"domain_scores_codex":[0.9992203,0.0000341951,0.0003173799,0.0001800324,0.00007968021,0.0001683993],"domain_scores_gemma":[0.9991234,0.0002737821,0.0001082337,0.0001978865,0.0002685079,0.00002816604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007712051,0.0004899144,0.1327651,0.0003068016,0.001011899,0.00008258381,0.0001937254,0.000003403725,0.07949235,0.0005195428,0.7836579,0.0007055458],"study_design_scores_gemma":[0.03452965,0.003297945,0.1093076,0.001043446,0.003952632,0.08878186,0.0008261467,0.0212788,0.09917647,0.0007351763,0.6361473,0.0009229868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410889,0.0001775114,0.0009743812,0.05544701,0.0005736884,0.0008844075,0.0007284923,0.0000361222,0.0000894574],"genre_scores_gemma":[0.9968948,0.00003894805,0.0006125065,0.001218524,0.00005890219,0.0001553568,0.0002513985,0.0000136446,0.0007558755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1475107,"threshold_uncertainty_score":0.3419366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047679716422013,"score_gpt":0.346505826325909,"score_spread":0.2960290291616889,"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."}}