{"id":"W1983560550","doi":"10.1016/j.clinthera.2006.09.020","title":"Dosing patterns and costs of erythropoietic agents in patients with chronic kidney disease not on dialysis in managed care organizations","year":2006,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Darbepoetin alfa; Epoetin alfa; Dosing; Kidney disease; Dialysis; Erythropoietin; Anemia; Internal medicine; Nephrology; Population; Retrospective cohort study; Intensive care 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":[0.00008619489,0.000156078,0.0003581186,0.0001000343,0.0000375595,0.00001069651,0.00005355085,0.00008628983,0.00006133465],"category_scores_gemma":[0.00007411164,0.0001088349,0.00005051157,0.0003332907,0.0001535014,0.000025319,0.0000300247,0.000186436,0.000003472533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250831,"about_ca_system_score_gemma":0.0001417951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009294563,"about_ca_topic_score_gemma":0.0002208212,"domain_scores_codex":[0.9987198,0.0001076379,0.0004841891,0.000284289,0.0002210989,0.0001830522],"domain_scores_gemma":[0.9992262,0.0001711229,0.0001091284,0.0002847071,0.00008927973,0.0001195561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006615095,0.001501609,0.9891627,0.000109827,0.00005743458,0.00004112824,0.0001443895,0.00004831064,0.000003904995,0.00002881345,0.00001537212,0.008225015],"study_design_scores_gemma":[0.009062964,0.0009379711,0.9883272,0.000794528,0.000270375,3.422725e-7,0.0001034027,0.000160979,0.00006752056,0.00001119365,0.0001456001,0.0001178945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998119,0.0001529592,0.00003616224,0.001021275,0.00006308164,0.000462138,0.00004215537,0.00001598002,0.00008723311],"genre_scores_gemma":[0.9979467,0.0004637845,0.0001287065,0.001094222,0.00004528504,0.000007838438,0.0002164642,0.00003036084,0.00006667162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008401455,"threshold_uncertainty_score":0.4438157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617048378101648,"score_gpt":0.3224979688011131,"score_spread":0.2963274850200966,"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."}}