{"id":"W2054892688","doi":"10.2165/00019053-200826020-00002","title":"Management of Anaemia","year":2008,"lang":"en","type":"review","venue":"PharmacoEconomics","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Darbepoetin alfa; Epoetin alfa; Intensive care medicine; Health economics; Disease; Kidney disease; Pharmacoeconomics; Cost effectiveness; Erythropoietin; Anemia; Clinical trial; Public health; Internal medicine; Risk analysis (engineering); Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004498381,0.000310267,0.001495387,0.0001136245,0.00002702682,0.000003673797,0.0001234045,0.0001160513,0.0004395233],"category_scores_gemma":[9.546844e-7,0.0002583822,0.0006339572,0.00007818976,0.00006728184,0.00002106572,0.00007011236,0.0001984238,0.00035481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559713,"about_ca_system_score_gemma":0.0001408448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004876401,"about_ca_topic_score_gemma":8.691931e-8,"domain_scores_codex":[0.9988362,0.00001949124,0.0005870151,0.0002961791,0.00007028203,0.0001908109],"domain_scores_gemma":[0.9992036,0.00003133254,0.0002975014,0.0003235123,0.00001704848,0.0001269785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009184914,0.0001480717,0.000005877087,0.02381902,0.001136834,0.0002866816,0.00001147797,3.593648e-7,1.346297e-7,0.0001408958,0.0100646,0.9643769],"study_design_scores_gemma":[0.0008112114,0.00004415278,0.000001660022,0.005260496,0.002192211,0.0003522421,0.00000999971,0.000003826387,0.00002059926,0.000003826377,0.9911237,0.0001760457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003224323,0.972106,0.000002369249,0.00004684668,0.0002693598,0.0006987447,0.00004393451,0.00003444003,0.02676602],"genre_scores_gemma":[0.000006961969,0.9951499,0.001676366,0.00007096816,0.0001753296,0.00006066801,0.0001701883,0.00005773786,0.002631919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810591,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06135507168500458,"score_gpt":0.3980985499857165,"score_spread":0.3367434783007119,"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."}}