{"id":"W3136742492","doi":"10.1111/vcp.13009","title":"Primary bone marrow T‐cell lymphoma in a Golden Retriever","year":2021,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Bone marrow; Cytopenia; Pathology; Lymphoma; Bone marrow examination; Prednisone; Leukocytosis; Anemia; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001730448,0.0002802291,0.001216718,0.0002346924,0.00005855679,0.00001367857,0.000246275,0.0008085273,0.0008034199],"category_scores_gemma":[0.001269293,0.0002791313,0.0003284304,0.0005928206,0.000609702,0.0001110129,0.00081462,0.0008896548,0.0007179236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491966,"about_ca_system_score_gemma":0.0006663825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006994261,"about_ca_topic_score_gemma":0.000005484768,"domain_scores_codex":[0.9950909,0.001529957,0.00122056,0.001047673,0.000324257,0.0007866466],"domain_scores_gemma":[0.9972767,0.0009952498,0.0001499019,0.001034415,0.0001718349,0.0003719112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.005933407,0.005104969,0.1767799,0.00035457,0.00005178491,0.4680055,0.000126589,5.295183e-7,0.3103913,0.00002694255,0.004800342,0.02842413],"study_design_scores_gemma":[0.01267611,0.0134376,0.827594,0.0001050751,0.00005521468,0.09176575,0.00008193707,0.00004482085,0.0003076757,0.0002085985,0.05339132,0.0003319046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760938,0.001308701,0.00003644857,0.003672592,0.0007683117,0.0004075794,0.00001476221,0.00009520335,0.01760256],"genre_scores_gemma":[0.9740147,0.0007735811,0.009259365,0.00529393,0.0003797166,0.00006546659,0.0000996018,0.00006510684,0.01004855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6508141,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105128088076611,"score_gpt":0.4165795645687805,"score_spread":0.3060667557611194,"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."}}