{"id":"W4283271646","doi":"10.1016/j.jvc.2022.06.005","title":"Total bilirubin is an independent predictor of death in dogs with degenerative valvular disease and dilated cardiomyopathy","year":2022,"lang":"en","type":"article","venue":"Journal of Veterinary Cardiology","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island; University of Guelph","funders":"University of Bristol; Ontario Veterinary College, University of Guelph; Petplan Charitable Trust","keywords":"Medicine; Internal medicine; Dilated cardiomyopathy; Bilirubin; Disease; Gastroenterology; Univariate analysis; Liver disease; Cardiology; Multivariate analysis; Pathology; Heart failure","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":[0.0005821913,0.0003239728,0.0003604534,0.0007256939,0.0003784218,0.0007243849,0.0002536253,0.0005908447,0.001442923],"category_scores_gemma":[0.001826131,0.0002340963,0.0004003391,0.0004654355,0.0005654214,0.0004344764,0.0003501613,0.0007827877,0.000227702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003073226,"about_ca_system_score_gemma":0.000314435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107044,"about_ca_topic_score_gemma":0.001888873,"domain_scores_codex":[0.9996479,0.00009414412,0.00004034033,0.00005410746,0.00008101271,0.00008240045],"domain_scores_gemma":[0.9980744,0.0004304055,0.0008790021,0.00009044184,0.0001715095,0.0003540725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003342974,0.00003202494,0.9973511,0.00001022011,0.00003516768,0.0002412309,0.00002650498,0.00004140558,0.0008049887,0.00001822185,0.00009743113,0.001007486],"study_design_scores_gemma":[0.000005382099,0.0001742834,0.9976596,0.000007948403,0.00004643752,0.001193197,0.0001327261,0.0003668177,0.0001892286,0.00004239874,0.0001779173,0.00000411561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989414,0.0003765886,0.00011249,0.00006601893,0.00001102689,0.000002138829,0.00006399048,0.000005208781,0.0004212134],"genre_scores_gemma":[0.9994686,0.0001164585,0.00008510179,0.00001522827,0.00001791521,0.000001767106,0.0001318984,0.000001640131,0.0001614395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001442923,"threshold_uncertainty_score":0.004827023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384546197808621,"score_gpt":0.2719107920138188,"score_spread":0.2480653300357326,"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."}}