{"id":"W2140583554","doi":"10.1093/ndt/gfs593","title":"Impact of frequent hemodialysis on anemia management: results from the Frequent Hemodialysis Network (FHN) Trials","year":2013,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Hemodialysis; Anemia; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009740528,0.0004698274,0.002098253,0.0002125584,0.000319154,0.001070167,0.0005059316,0.001137288,0.001985143],"category_scores_gemma":[0.01395474,0.0001917373,0.002647832,0.0004237569,0.0006200836,0.0007308226,0.0004214533,0.001484981,0.0001291877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005288362,"about_ca_system_score_gemma":0.0005886506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006657734,"about_ca_topic_score_gemma":0.001384672,"domain_scores_codex":[0.9939912,0.004702256,0.0004956101,0.0003722855,0.0002973418,0.0001412396],"domain_scores_gemma":[0.9782813,0.01429971,0.004854954,0.0009220479,0.0006892667,0.000952925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7870389,0.003283257,0.02692121,0.009906822,0.02808772,0.00008738476,0.0002469613,0.0009401827,0.001287411,0.000450868,0.002722043,0.1390273],"study_design_scores_gemma":[0.5617324,0.1683528,0.1822878,0.005151096,0.06153695,0.0005835108,0.0003770654,0.001514412,0.001361585,0.00223614,0.01472549,0.0001407423],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675554,0.1234156,0.0005644134,0.002865232,0.0005732995,0.0006031752,0.0008668973,0.00002841829,0.00352765],"genre_scores_gemma":[0.9760066,0.01927279,0.0008338498,0.001356594,0.0008506245,0.0005271398,0.0005578412,0.00001466523,0.0005799107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009740528,"threshold_uncertainty_score":0.05151349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439720541422461,"score_gpt":0.2904123209800986,"score_spread":0.2660151155658739,"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."}}