{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005890923,0.0001171062,0.0001515101,0.001799923,0.0001829539,0.0004797436,0.0002250699,0.0002161268,0.0004587856],"category_scores_gemma":[0.0006116845,0.000174104,0.000168163,0.0005899129,0.0004583166,0.0002960745,0.0002447361,0.00009855593,0.0001514147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003797341,"about_ca_system_score_gemma":0.0001817821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408003,"about_ca_topic_score_gemma":0.002444585,"domain_scores_codex":[0.9996619,0.00006963725,0.00005263689,0.00007408098,0.00007399921,0.00006764288],"domain_scores_gemma":[0.9996382,0.00005452011,0.0001627586,0.00003324301,0.0000607836,0.00005044225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002391958,0.00002957348,0.9626617,0.00005100764,0.00002827778,0.002784704,0.0003846128,0.0001052496,0.02931636,0.00004871994,0.00006389389,0.004286604],"study_design_scores_gemma":[0.000004910972,0.0001399355,0.9882238,0.00001005661,0.00001516551,0.008770194,0.0004850528,0.0001615593,0.001726914,0.00002500332,0.0004332147,0.000004273881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990907,0.0004035143,0.0001126686,0.000005275751,0.000001293826,0.000006960393,0.00006476563,0.000003563034,0.000311204],"genre_scores_gemma":[0.9992493,0.0002255645,0.000197724,0.000007224426,0.000004760413,0.000006300752,0.0001805559,0.000001636987,0.0001268317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001799923,"threshold_uncertainty_score":0.003115416,"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."}}