{"id":"W7124458723","doi":"10.1111/vcp.70072","title":"B‐Cell Chronic Lymphocytic Leukemia in a Cat","year":2025,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Chronic lymphocytic leukemia; CATS; Leukemia; Lymphocytosis; CD20","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":[0.001317456,0.00024148,0.0009170549,0.0004423356,0.00006364575,0.000008784725,0.0003323616,0.0006511409,0.0002891614],"category_scores_gemma":[0.0006520713,0.0002281916,0.0002341233,0.0005282381,0.000708298,0.00006111259,0.0005324345,0.0007637347,0.0005785111],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006026885,"about_ca_system_score_gemma":0.005322743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006310845,"about_ca_topic_score_gemma":0.00001834942,"domain_scores_codex":[0.9965001,0.0008350672,0.001004214,0.0007956809,0.0001545121,0.0007104768],"domain_scores_gemma":[0.9978796,0.0009271242,0.00009485306,0.0008316718,0.00006888031,0.0001978634],"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":[0.01614094,0.001626667,0.2730851,0.002240178,0.000228037,0.2013715,0.0003454284,0.0002342109,0.4225646,0.0004757855,0.01937222,0.06231532],"study_design_scores_gemma":[0.03099034,0.05570852,0.7883241,0.0006004168,0.0001869752,0.0270857,0.0001451789,0.01137832,0.0003474825,0.001017242,0.08353247,0.0006832192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809394,0.001016176,0.0001226838,0.0009292868,0.0008850038,0.0006115487,0.000004239595,0.0001137816,0.01537784],"genre_scores_gemma":[0.9877455,0.0005949513,0.00218143,0.00236369,0.0002089559,0.0001279578,0.00001848054,0.00002912983,0.006729907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.515239,"threshold_uncertainty_score":0.9977888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09487686482596085,"score_gpt":0.4661954830935903,"score_spread":0.3713186182676295,"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."}}