{"id":"W2153562137","doi":"10.1111/hdi.12078","title":"<scp>TSAT</scp> is a better predictor than ferritin of hemoglobin response to Epoetin alfa in <scp>US</scp> dialysis patients","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Amgen","keywords":"Medicine; Transferrin saturation; Internal medicine; Ferritin; Anemia; Gastroenterology; Hemodialysis; Hemoglobin; Darbepoetin alfa; Epoetin alfa; Iron deficiency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001049664,0.0002175073,0.0003702678,0.0005353451,0.0002313004,0.0004442738,0.0002183499,0.0004092749,0.0009349305],"category_scores_gemma":[0.003731497,0.0002000749,0.0007710353,0.000700629,0.0002103976,0.000234712,0.0002106654,0.0006208198,0.0001538189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377127,"about_ca_system_score_gemma":0.0003846744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006368698,"about_ca_topic_score_gemma":0.007558146,"domain_scores_codex":[0.9994799,0.000199975,0.00007807613,0.0000954278,0.00008755794,0.00005908059],"domain_scores_gemma":[0.9967989,0.0008657922,0.001596021,0.0002004794,0.0001777925,0.0003611207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001708547,0.00002274117,0.9987172,0.000002940545,0.00004403729,0.00002400531,0.00001489483,0.00005654996,0.0000973862,0.000005171799,0.00005641653,0.000787864],"study_design_scores_gemma":[0.00001017395,0.0001288622,0.9986296,0.000003314354,0.00003883792,0.0001267839,0.00002924195,0.0008691646,0.00006854785,0.00001633445,0.00007669268,0.000002470337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994504,0.00012382,0.00008324233,0.0000683383,0.000004780928,0.000002159751,0.0001125706,0.000005364623,0.0001493309],"genre_scores_gemma":[0.9996638,0.00002665133,0.00008782496,0.00002452846,0.000009029138,0.000001486462,0.0001343182,0.000001455178,0.00005094333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006368698,"threshold_uncertainty_score":0.01266325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009441308860805311,"score_gpt":0.2486195220499876,"score_spread":0.2391782131891823,"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."}}