{"id":"W3010654112","doi":"10.1016/j.ekir.2020.02.621","title":"SUN-095 INTERNATIONAL VARIATION IN CLINIC HEMOGLOBIN TARGETS AND ACHIEVED HEMOGLOBIN LEVELS IN ADVANCED CKD: RESULTS FROM THE CKD OUTCOMES AND PRACTICE PATTERNS STUDY (CKDOPPS)","year":2020,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hemoglobin; Kidney disease; Anemia; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098278,0.000132885,0.0002171807,0.0007736355,0.0002814842,0.0005614455,0.0003309415,0.0002397648,0.002009427],"category_scores_gemma":[0.00380764,0.0001536844,0.000642327,0.001705623,0.0001243717,0.0003262615,0.0006289347,0.0004879785,0.000204047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003645454,"about_ca_system_score_gemma":0.0004153936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103682,"about_ca_topic_score_gemma":0.01751249,"domain_scores_codex":[0.9991701,0.0002302925,0.0001640484,0.0001577769,0.0001977302,0.00008017935],"domain_scores_gemma":[0.9972858,0.0005765869,0.001385873,0.0001777366,0.0003457999,0.000228203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006332,0.00002211388,0.9957138,0.00002576437,0.0001152937,0.00001218939,0.00007613773,0.00005840812,0.00006062824,0.00007065975,0.0005066633,0.00323782],"study_design_scores_gemma":[0.00001320258,0.00005037842,0.9985439,0.00002004252,0.00008274019,0.000085543,0.0001169056,0.0002073265,0.00006325333,0.0000454942,0.0007675663,0.00000375601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878989,0.0007033842,0.0004238929,0.0001985269,0.00002014353,0.00003016929,0.007687419,0.00001592345,0.003021706],"genre_scores_gemma":[0.9957206,0.0001746727,0.0003830239,0.00006572672,0.00001436473,0.00003330236,0.003267335,0.000007293462,0.0003337321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103682,"threshold_uncertainty_score":0.02194512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475349616044125,"score_gpt":0.3367352126683602,"score_spread":0.3019817165079189,"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."}}