{"id":"W2165970290","doi":"10.1093/ndt/gfh1094","title":"Individualizing anaemia treatment: a discussion of case histories","year":2005,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hemodialysis; Concomitant; Dialysis; Erythropoietin; Intensive care medicine; Epoetin alfa; Kidney disease; Iron deficiency; Anemia; Angina; Internal medicine; Pediatrics; Myocardial infarction","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":[0.001898493,0.002065632,0.0009790116,0.003408701,0.006189135,0.00239915,0.002592947,0.009509331,0.00410735],"category_scores_gemma":[0.01013063,0.0008291956,0.001277577,0.002100867,0.002649247,0.004510791,0.002224567,0.01078882,0.001097033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00333797,"about_ca_system_score_gemma":0.001550361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921232,"about_ca_topic_score_gemma":0.008569197,"domain_scores_codex":[0.9978805,0.0009481625,0.0002675835,0.0001993716,0.0002561558,0.0004484055],"domain_scores_gemma":[0.9969296,0.001747415,0.0003352325,0.0000919587,0.0002791253,0.0006167001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000492527,0.0002517035,0.007315039,0.0001697326,0.00002057151,0.9509712,0.002020617,0.0004972642,0.0001841293,0.008116744,0.01541109,0.01499258],"study_design_scores_gemma":[0.000010262,0.00003289559,0.001230735,0.0004445465,0.00001376987,0.9663864,0.002310865,0.0004831053,0.0002403378,0.00451089,0.02430144,0.0000347463],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2231398,0.1372026,0.059299,0.3703096,0.01838115,0.002139323,0.0009135669,0.0007940447,0.187821],"genre_scores_gemma":[0.7362429,0.0930917,0.03700734,0.08890966,0.01663113,0.0008986962,0.0004538359,0.0002170289,0.02654772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009509331,"threshold_uncertainty_score":0.02421874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745277332175331,"score_gpt":0.2810921992797896,"score_spread":0.2636394259580362,"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."}}