{"id":"W4414965819","doi":"10.56093/675qc250","title":"Polycystic kidney disease in a Labrador dog","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Veterinary Pathology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trichrome; Polycystic kidney disease; Kidney; Masson's trichrome stain; Polycystic disease; Fibrosis; Autosomal Recessive Polycystic Kidney Disease; Urinalysis; Histopathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798897,0.0001360297,0.0002068296,0.0002623554,0.0000343338,0.00001276794,0.0002619935,0.0001072834,0.00003321476],"category_scores_gemma":[0.0003757407,0.0001279414,0.0001259071,0.0001413053,0.0001131677,0.000004792591,0.00009544865,0.0001304297,0.000008741355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001717053,"about_ca_system_score_gemma":0.0005775206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003121622,"about_ca_topic_score_gemma":0.000001264758,"domain_scores_codex":[0.9989541,0.0001749755,0.0003622591,0.0001908234,0.00007841721,0.0002394965],"domain_scores_gemma":[0.9992331,0.00001474392,0.0001328607,0.0002340747,0.00005753426,0.0003276377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004411431,0.0007617855,0.09554321,0.0002640041,0.0001582203,0.03041591,0.0003599028,0.000122205,0.8498497,0.00005147109,0.01195014,0.006112033],"study_design_scores_gemma":[0.006575336,0.005547627,0.8815488,0.000588788,0.0001730909,0.005959988,0.0003907295,0.00002302649,0.01392621,0.001987782,0.08262937,0.0006492941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995831,0.002149975,0.0003450734,0.0008197466,0.0005193237,0.00008676553,0.00003633212,0.000004478073,0.0002073651],"genre_scores_gemma":[0.9972797,0.0001581808,0.0004804111,0.001642767,0.000140592,0.000007141841,0.00001356067,0.0000149452,0.0002626868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8359235,"threshold_uncertainty_score":0.5217298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00892098254551451,"score_gpt":0.2741686322382691,"score_spread":0.2652476496927547,"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."}}