{"id":"W4403576148","doi":"10.1002/vms3.70084","title":"Cryoglobulinemia Associated With Multiple Myeloma in a Dog Presenting With Epistaxis and Skin Lesions","year":2024,"lang":"en","type":"article","venue":"Veterinary Medicine and Science","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cryoglobulin; Medicine; Pathology; Multiple myeloma; Serum protein electrophoresis; Cryoglobulinemia; Plasmacytoma; Lymphoproliferative disorders; Pancytopenia; Cryoprecipitate; Plasmacytosis; Bone marrow; Lymphoma; Monoclonal; Internal medicine; Immunology; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000535923,0.0001632335,0.0002649638,0.0003886898,0.0001883539,0.00005302371,0.00008145467,0.00003842638,0.00002730304],"category_scores_gemma":[0.0005315158,0.00009088579,0.00001290319,0.001045347,0.001135844,0.0002289356,0.00009896509,0.0002121175,0.000002190104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007385472,"about_ca_system_score_gemma":0.0002180859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003954107,"about_ca_topic_score_gemma":0.0001154008,"domain_scores_codex":[0.9983159,0.00004126426,0.0001748804,0.00050382,0.000541173,0.0004229256],"domain_scores_gemma":[0.9991115,0.0002724314,0.00002933948,0.0001805785,0.00007632779,0.0003298201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001190166,0.000330057,0.8557946,0.0006672274,0.0001498832,0.02269672,0.005208571,0.000005711353,0.04200009,0.0001477122,0.0003169269,0.07149234],"study_design_scores_gemma":[0.003150912,0.003968849,0.9762229,0.001830381,0.00003932794,0.001528906,0.0006070466,0.01157676,0.0002659531,0.00002522925,0.0006493913,0.0001343075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954197,0.001094646,0.00005775005,0.001635533,0.00003150484,0.0003903166,0.00000687012,0.00005368623,0.001309971],"genre_scores_gemma":[0.998413,0.0001723316,0.0008013643,0.00007354117,0.00004548384,0.00003430662,0.00001090664,0.00001313711,0.0004359253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1204283,"threshold_uncertainty_score":0.4185064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05465355474871576,"score_gpt":0.3484385553914717,"score_spread":0.293785000642756,"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."}}