{"id":"W1964955129","doi":"10.4212/cjhp.v64i2.998","title":"Evaluation of Anemia Management by Algorithms in Patients with Chronic Kidney Disease Who Are Not Receiving Dialysis","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care","funders":"","keywords":"Anemia; Kidney disease; Medicine; Dialysis; Intensive care medicine; Algorithm; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02726071,0.0003236703,0.0008611821,0.0009238437,0.0005273439,0.001033393,0.001012808,0.000591263,0.0009026431],"category_scores_gemma":[0.07702889,0.0002542313,0.0007589658,0.0008738709,0.0003761051,0.001022722,0.001085457,0.0007034179,0.0001106724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901961,"about_ca_system_score_gemma":0.004368235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018354,"about_ca_topic_score_gemma":0.002309045,"domain_scores_codex":[0.9828172,0.01172277,0.002325323,0.0006452443,0.002201691,0.0002878325],"domain_scores_gemma":[0.9448219,0.0296572,0.01416074,0.00215413,0.00679067,0.002415359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01160002,0.002593094,0.8773723,0.0004689984,0.0004940655,0.00007567915,0.0004975048,0.002593179,0.0002780587,0.0002479844,0.001381357,0.1023977],"study_design_scores_gemma":[0.00561923,0.02638557,0.9361478,0.0004241652,0.0005545442,0.0004382109,0.0006713652,0.02436545,0.001421061,0.0005915095,0.003323364,0.00005769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991142,0.0011461,0.001902798,0.0008424689,0.00006180961,0.002610669,0.0003303299,0.00005180309,0.001912054],"genre_scores_gemma":[0.9820848,0.0004199527,0.01445802,0.0003539825,0.00005311416,0.001851981,0.0006390931,0.000007726218,0.0001312922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02726071,"threshold_uncertainty_score":0.1441701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146045395761454,"score_gpt":0.2649286058049491,"score_spread":0.2434681518473346,"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."}}