{"id":"W2237744571","doi":"10.12968/coan.2015.20.8.448","title":"CPD article: Anaemia of renal disease: pathophysiology and treatment updates","year":2015,"lang":"en","type":"article","venue":"Companion animal","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; CATS; Kidney disease; Erythropoietin; Disease; Darbepoetin alfa; Chronic renal disease; Erythropoiesis; Intensive care medicine; Anemia; 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":[0.00004429355,0.0001201824,0.0002594391,0.00003624857,0.00002860346,0.000005610756,0.00002686966,0.00003719059,0.00008376658],"category_scores_gemma":[0.00002333092,0.00008544555,0.00005301646,0.00006582968,0.0001297201,0.00002823639,0.00003135798,0.0000436962,0.00002996405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006757873,"about_ca_system_score_gemma":0.00008420622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003059223,"about_ca_topic_score_gemma":0.000003110822,"domain_scores_codex":[0.9993529,0.00003629597,0.000161706,0.0001890288,0.0001119852,0.0001480778],"domain_scores_gemma":[0.9993854,0.00002175919,0.00004985471,0.000165648,0.00006018295,0.0003172185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006784097,0.004218,0.5549103,0.000173445,0.0003850236,0.0006929478,0.001765398,0.0000252959,0.3595501,0.007350628,0.02302562,0.0411192],"study_design_scores_gemma":[0.009253854,0.006580367,0.9409553,0.0001410883,0.0003537829,0.00008404168,0.0007876757,0.002138742,0.02733289,0.0006948605,0.01142412,0.0002532458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962448,0.001304295,0.00001078249,0.001659874,0.00004206091,0.0001546314,0.0000139684,0.00003830696,0.0005312828],"genre_scores_gemma":[0.9985985,0.0001879934,0.0006964483,0.0001388116,0.00009768866,0.00000856149,0.00004850417,0.000009964325,0.0002134827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3860451,"threshold_uncertainty_score":0.3484369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03557015850745413,"score_gpt":0.2946363878092987,"score_spread":0.2590662293018446,"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."}}