{"id":"W2953333833","doi":"10.1093/ndt/gfz103.sp271","title":"SP271GFR MEASUREMENT SAMPLING STRATEGY: A CRITICAL ELEMENT IN GFR DETERMINATION AT ALL LEVELS OF GFR","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Medicine; Sampling (signal processing); Renal function; Urology; 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":[0.03472906,0.0006721302,0.001942931,0.001083187,0.0006261112,0.001500034,0.001143356,0.0008126372,0.0008658358],"category_scores_gemma":[0.04063,0.0005325508,0.0005396915,0.001340164,0.0007690335,0.001479612,0.0008337573,0.001085368,0.0006622842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007979193,"about_ca_system_score_gemma":0.001466519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393978,"about_ca_topic_score_gemma":0.003149985,"domain_scores_codex":[0.9835303,0.008231632,0.001644674,0.001193045,0.00505545,0.0003448082],"domain_scores_gemma":[0.9789697,0.01045937,0.002874498,0.002242822,0.005072541,0.0003811077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001403742,0.0001363975,0.6708484,0.0007222803,0.0004909023,0.0004619372,0.0009772419,0.003488809,0.02331867,0.001439585,0.004154292,0.2925578],"study_design_scores_gemma":[0.00009565786,0.002515517,0.8983613,0.0006616583,0.0006668544,0.004704616,0.0007845609,0.03037622,0.03958335,0.004133476,0.01799205,0.0001247643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5895067,0.01503574,0.3789658,0.003689828,0.0006446295,0.001432737,0.0010386,0.00114024,0.00854571],"genre_scores_gemma":[0.7384924,0.002590441,0.2548879,0.0008149164,0.0004003943,0.001051346,0.0004671364,0.0002117064,0.001083833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03472906,"threshold_uncertainty_score":0.1836671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04245803245544783,"score_gpt":0.3097058467245958,"score_spread":0.267247814269148,"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."}}