{"id":"W4399317338","doi":"","title":"Diagnosis of renal lymphoma by Wright-Giemsa-stained cytocentrifuged urine evaluation in a cat.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Medicine; Giemsa stain; Urine; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0016457,0.0001977272,0.000354668,0.000385458,0.00003185853,0.00002988922,0.0001545652,0.0001063324,0.0004106866],"category_scores_gemma":[0.0004089763,0.0001717998,0.0001203975,0.0006130648,0.00005433866,0.000224083,0.00006818238,0.00009216974,0.00002758429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087181,"about_ca_system_score_gemma":0.0001309127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002348012,"about_ca_topic_score_gemma":0.00001573927,"domain_scores_codex":[0.9977338,0.0002704107,0.0005670653,0.0003944301,0.0005497845,0.0004845436],"domain_scores_gemma":[0.9990519,0.0003467813,0.00007980166,0.0003088365,0.00007990132,0.0001327329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001524704,0.0008812937,0.01456839,0.0006384642,0.0002441355,0.004090463,0.001225489,0.0000167096,0.004849121,0.0001035523,0.07822024,0.8936374],"study_design_scores_gemma":[0.007079388,0.0009623875,0.7474253,0.0006707275,0.0003823458,0.001276439,0.0003708567,0.01686187,0.005373116,0.0009758123,0.2175619,0.001059872],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922678,0.003127871,0.00002957878,0.001061566,0.0005253953,0.001126381,0.00005732914,0.0001087167,0.001695317],"genre_scores_gemma":[0.9941071,0.000222343,0.00002820771,0.0001095794,0.0001844793,0.004665653,0.0001280956,0.00003462893,0.0005198583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8925776,"threshold_uncertainty_score":0.700579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06720950139112138,"score_gpt":0.3061445699039842,"score_spread":0.2389350685128628,"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."}}