{"id":"W3141980154","doi":"10.1177/03009858211002180","title":"Lymphoma in Psittacine Birds: A Histological and Immunohistochemical Assessment","year":2021,"lang":"en","type":"article","venue":"Veterinary Pathology","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust","keywords":"Pathology; Immunohistochemistry; Lymphoma; Biology; Grading (engineering); PAX5; Plasma cell; Hematopathology; Lymphocyte; B cell; Antibody; Medicine; Immunology; Cytogenetics; Bone marrow","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003570479,0.000195122,0.0005998593,0.0002210417,0.00006104466,0.00000879912,0.0001022202,0.0003182774,0.0003663713],"category_scores_gemma":[0.0001828124,0.0001835589,0.0000720348,0.0002842362,0.0004312511,0.00005634977,0.0004451081,0.0003750777,0.00004047319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061436,"about_ca_system_score_gemma":0.0002904388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008027447,"about_ca_topic_score_gemma":0.000002237504,"domain_scores_codex":[0.9980202,0.0003788967,0.0003585446,0.0006074071,0.0001654981,0.0004694243],"domain_scores_gemma":[0.9991269,0.0001516685,0.00004899777,0.0004354431,0.00007783422,0.0001591674],"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":[0.0007560081,0.0006951127,0.03643763,0.00008748874,0.00002274422,0.123785,0.0001082143,1.911477e-7,0.8307751,0.0001409059,0.0001881822,0.00700341],"study_design_scores_gemma":[0.004942639,0.007655699,0.6253854,0.0000663758,0.00003440793,0.3454336,0.0001453854,0.0001889887,0.0006603579,0.0001681565,0.01509591,0.0002230648],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905716,0.002025369,0.0001108874,0.002597421,0.0001763536,0.0002373999,0.000005120727,0.00006883756,0.004207011],"genre_scores_gemma":[0.9831272,0.0002643416,0.01483218,0.0007281264,0.00005968713,0.0001063729,0.00004035186,0.00002458275,0.0008171152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8301148,"threshold_uncertainty_score":0.7485316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909134036814819,"score_gpt":0.3931473419998138,"score_spread":0.3340560016316657,"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."}}