{"id":"W2981579457","doi":"","title":"Recent Changes in Anemia Management: The Kidney Disease Improving Global Outcomes (KDIGO) Anemia Guideline versus the Canadian Society of Nephrology (CSN).","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nephrology; Kidney disease; Medicine; Anemia; Guideline; Context (archaeology); Intensive care medicine; Disease management; Internal medicine; Disease; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02036086,0.000313375,0.0004663717,0.001769252,0.003530586,0.005411285,0.002225076,0.005517915,0.003956281],"category_scores_gemma":[0.06392644,0.0002334226,0.0005969537,0.003664187,0.007066431,0.002579158,0.002550712,0.009856188,0.0004586553],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04494056,"about_ca_system_score_gemma":0.09271352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7093442,"about_ca_topic_score_gemma":0.8483809,"domain_scores_codex":[0.9793469,0.004965794,0.001565734,0.001372373,0.010806,0.001943125],"domain_scores_gemma":[0.9535799,0.01113313,0.003490116,0.0007658258,0.02486405,0.00616704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001201057,0.00004897948,0.007714661,0.00108246,0.0000574706,0.0002188315,0.003452198,0.0002107308,0.0002498446,0.1175483,0.7192375,0.1500588],"study_design_scores_gemma":[0.00004732475,0.00003950953,0.02515715,0.004155812,0.00008654343,0.000267886,0.004339731,0.0002165409,0.0002537883,0.01443325,0.9509217,0.00008073653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002483631,0.06062529,0.0004345901,0.9118085,0.007237245,0.0000193253,0.0004564006,0.00002078758,0.01691421],"genre_scores_gemma":[0.1749285,0.1332183,0.005017597,0.6638387,0.01092022,0.0001152518,0.00160081,0.0001255962,0.01023498],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9550594,"threshold_uncertainty_score":0.584735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104408061633522,"score_gpt":0.2856465878644227,"score_spread":0.2546025072480874,"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."}}