{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004979781,0.0002863426,0.0001615329,0.001822795,0.0004043643,0.0004127662,0.0001771141,0.0003528738,0.0008213929],"category_scores_gemma":[0.0004865229,0.0002827001,0.0001472803,0.0005846011,0.0005262312,0.000405097,0.0003153494,0.0001387953,0.0002804617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957849,"about_ca_system_score_gemma":0.0002073371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003382793,"about_ca_topic_score_gemma":0.009327145,"domain_scores_codex":[0.9997913,0.00003406494,0.00003023417,0.00004952762,0.00005430412,0.00004043514],"domain_scores_gemma":[0.9996488,0.00007245855,0.00008697555,0.00002968893,0.00007790604,0.00008408353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002917797,0.00004944704,0.9125529,0.0001003112,0.00003520063,0.008406168,0.0006237698,0.0001434254,0.06754374,0.00004174959,0.000125275,0.0100862],"study_design_scores_gemma":[0.000007883186,0.000325802,0.9828688,0.00001468707,0.00002158425,0.01384011,0.0006415761,0.0002897375,0.001408093,0.00001828414,0.0005573175,0.000006104734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980857,0.0005399295,0.0004226033,0.00001407465,0.000004329767,0.00002937992,0.00009155507,0.000008265889,0.0008042433],"genre_scores_gemma":[0.9984774,0.0004008671,0.0007102754,0.00002009619,0.000008717252,0.00001392547,0.0001569189,0.000001926832,0.0002097897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003382793,"threshold_uncertainty_score":0.006726205,"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."}}