{"id":"W7164140663","doi":"10.22271/veterinary.2025.v10.i1c.3395","title":"Pathological and immunohistochemical characterization of naturally occurring lymphoma in golden retriever dogs","year":2025,"lang":"","type":"article","venue":"International Journal of Veterinary Sciences and Animal Husbandry","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphoma; Haematoxylin; Immunohistochemistry; Pathological; Incidence (geometry); Histopathology; Labrador Retriever; Population; Breed","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":[0.001458641,0.0002153934,0.0005858723,0.0007917212,0.0001031021,0.0001001926,0.0005784125,0.000224961,0.00007074505],"category_scores_gemma":[0.0003992015,0.0001779315,0.0001164548,0.0004345424,0.001429328,0.0006714666,0.0005764936,0.000435682,8.893924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951351,"about_ca_system_score_gemma":0.0004535093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002284357,"about_ca_topic_score_gemma":7.018809e-7,"domain_scores_codex":[0.9973697,0.000191341,0.001055078,0.0003718763,0.0007021456,0.0003098508],"domain_scores_gemma":[0.9985344,0.0002702422,0.00051057,0.00009264785,0.0004663589,0.0001258045],"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":[0.006334378,0.0003479282,0.1455269,0.0001207179,0.00009542726,0.002076078,0.0004638205,8.146275e-7,0.8298403,0.0002438646,0.00001412189,0.01493567],"study_design_scores_gemma":[0.003590661,0.01164677,0.9667099,0.002065637,0.0000468865,0.01201389,0.0003899118,0.0009913974,0.001337405,0.0001544132,0.0008787242,0.0001744095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927197,0.004077194,0.00005492322,0.001634954,0.0009189991,0.0001659046,0.00002050315,0.000003949094,0.0004038753],"genre_scores_gemma":[0.9963259,0.002468215,0.0006473126,0.0002613028,0.0001756155,0.000002146284,0.000003329121,0.000006237344,0.000109972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8285029,"threshold_uncertainty_score":0.7255838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038815475096287,"score_gpt":0.3803864488599217,"score_spread":0.3415709737636347,"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."}}