{"id":"W4387473187","doi":"10.1111/jvim.16887","title":"Urinary cystatin B differentiates progressive versus stable IRIS Stage 1 chronic kidney disease in dogs","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"IDEXX Laboratories","keywords":"Medicine; Kidney disease; Biomarker; Cystatin C; Internal medicine; Prospective cohort study; Renal function; Urology; Stage (stratigraphy); Urinary system; Progressive disease; Gastroenterology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064296,0.0001660176,0.0002731966,0.0009368334,0.0001845916,0.0005461182,0.0002253605,0.0003603016,0.0007802177],"category_scores_gemma":[0.001846518,0.0002512491,0.0003052307,0.0004174572,0.0003431876,0.0003738457,0.0003132414,0.0002246257,0.0001156166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218275,"about_ca_system_score_gemma":0.0002640555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563106,"about_ca_topic_score_gemma":0.005139658,"domain_scores_codex":[0.9995447,0.0001056809,0.00004297618,0.0001477028,0.00009015573,0.00006865269],"domain_scores_gemma":[0.9984243,0.0002500138,0.0009827364,0.00008466261,0.000129168,0.0001291589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002017272,0.00003124092,0.9977058,0.000007774715,0.00002679903,0.00001746441,0.00003519103,0.00006537967,0.001101393,0.00001097206,0.00004224829,0.0007540348],"study_design_scores_gemma":[0.000005780747,0.0002490671,0.9982368,0.000004813299,0.00003374178,0.000210258,0.00006036116,0.0005981126,0.0004679103,0.00001597518,0.0001143775,0.000002839067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994938,0.00007167734,0.0001512852,0.000009556969,9.869123e-7,0.000006581344,0.0001593185,0.000004170204,0.000102622],"genre_scores_gemma":[0.9992862,0.00003108755,0.0002949587,0.000009602413,0.000001690384,0.000007655309,0.0002991802,0.000001291921,0.00006827744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002563106,"threshold_uncertainty_score":0.005628645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876938279053988,"score_gpt":0.3486492479420654,"score_spread":0.3098798651515255,"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."}}