{"id":"W7109042749","doi":"10.33545/26174693.2025.v9.i12c.6467","title":"Comprehensive clinical, hematobiochemical, urinary, and ultrasonographic profiling of canine chronic kidney disease: A multimodal diagnostic evaluation","year":2025,"lang":"","type":"article","venue":"International Journal of Advanced Biochemistry Research","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urinalysis; Kidney disease; Kidney; Ultrasonography; Chronic renal disease; Disease; Chronic renal failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008556262,0.0002837013,0.0003980522,0.001999497,0.0002987176,0.0005554651,0.0001892821,0.0003198918,0.0005413879],"category_scores_gemma":[0.0007330331,0.000172645,0.0002099381,0.0006969905,0.0002704294,0.0004699221,0.0005470951,0.0002439305,0.0001232622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537385,"about_ca_system_score_gemma":0.0003750272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545495,"about_ca_topic_score_gemma":0.003664421,"domain_scores_codex":[0.9995317,0.0001126748,0.00005886779,0.00005928403,0.0001664961,0.00007104198],"domain_scores_gemma":[0.9995943,0.00004221945,0.0001177883,0.00001904625,0.0001377445,0.00008901127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506953,0.00008825021,0.9645724,0.0001002021,0.00004086289,0.0008972171,0.0002692505,0.0001446455,0.01370163,0.00005021641,0.0002841003,0.01970051],"study_design_scores_gemma":[0.000003407827,0.0003528961,0.9921469,0.00003405909,0.00004459681,0.004256353,0.0004292285,0.0004876699,0.001039485,0.0000449987,0.001149995,0.00001036412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948448,0.001915193,0.001164268,0.00009579214,0.000007637575,0.00005529672,0.0002837705,0.00002569531,0.001607571],"genre_scores_gemma":[0.9958742,0.0009657664,0.00242534,0.00004114293,0.00001828503,0.00001924531,0.0003963836,0.000002508787,0.0002571965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001999497,"threshold_uncertainty_score":0.004525006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048976168380232,"score_gpt":0.4862681212865196,"score_spread":0.3813705044484965,"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."}}