{"id":"W1970161142","doi":"10.1038/ki.2008.271","title":"Clinical Practice Guidelines for supplemental therapies and issues","year":2008,"lang":"en","type":"article","venue":"Kidney International","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; BC Children's Hospital; University of British Columbia; Memorial University of Newfoundland; Hôpital du Sacré-Cœur de Montréal; Western University; Université de Montréal; University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Clinical Practice; MEDLINE; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02773774,0.0007357761,0.001679671,0.003216308,0.002795655,0.00446891,0.003802687,0.01791297,0.01978027],"category_scores_gemma":[0.114504,0.0007723729,0.002336954,0.003797713,0.002346278,0.00366468,0.00242343,0.01399054,0.007084451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003234933,"about_ca_system_score_gemma":0.01817328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006668309,"about_ca_topic_score_gemma":0.01341472,"domain_scores_codex":[0.9754096,0.009608717,0.00744111,0.0008409673,0.005863968,0.0008356795],"domain_scores_gemma":[0.8741458,0.05249573,0.008802484,0.003874264,0.05507772,0.005603989],"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":[0.0001271249,0.0004125018,0.002450812,0.001385341,0.00004749585,0.001018611,0.0004690677,0.0003897752,0.000378932,0.01717474,0.7367367,0.2394089],"study_design_scores_gemma":[0.000220087,0.0001214419,0.003315488,0.008532495,0.0001371339,0.001861258,0.0006274852,0.0008845095,0.0004581945,0.02195457,0.9618184,0.00006895208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.00265435,0.04379144,0.0253171,0.7712643,0.02087155,0.001717059,0.001337376,0.0006969123,0.13235],"genre_scores_gemma":[0.04194929,0.05055889,0.3146236,0.498855,0.02664373,0.009271961,0.004133547,0.0005368292,0.05342712],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02773774,"threshold_uncertainty_score":0.1466929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228824956080244,"score_gpt":0.4798108348269013,"score_spread":0.3569283392188769,"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."}}