{"id":"W2803381936","doi":"10.1093/ndt/gfy104.sao048","title":"SaO048PROCALCITONIN IN END-STAGE KIDNEY DISEASE: DEFINING EXPECTED RANGES","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Biomedical Research and Pathophysiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Vitalité Health Network","funders":"","keywords":"Medicine; End-stage kidney disease; Kidney disease; End stage renal disease; Stage (stratigraphy); Disease; Internal 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":[0.008559969,0.0003171866,0.0004533598,0.001319245,0.0002200234,0.001464633,0.000634947,0.0004059068,0.001201556],"category_scores_gemma":[0.01636374,0.0001514297,0.000573738,0.001262114,0.0005111225,0.0007748089,0.0009056109,0.0005596189,0.0002171283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400615,"about_ca_system_score_gemma":0.0004019996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000511177,"about_ca_topic_score_gemma":0.0005231435,"domain_scores_codex":[0.9956529,0.002624992,0.0004963544,0.0003440805,0.0006726292,0.0002090158],"domain_scores_gemma":[0.9867448,0.007449433,0.003845161,0.0003712634,0.0009734594,0.0006158332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001552076,0.00005866962,0.9756964,0.0001395423,0.0001191121,0.0001391895,0.0002213666,0.002068761,0.0005056217,0.001407569,0.0003657683,0.01772603],"study_design_scores_gemma":[0.0001429432,0.00207894,0.951661,0.0003569758,0.0001750662,0.001940705,0.000976701,0.02607727,0.001924634,0.01105766,0.003570393,0.00003776377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714002,0.003955435,0.01641771,0.0006153535,0.00005222718,0.00009960354,0.001368521,0.00006245043,0.006028406],"genre_scores_gemma":[0.9954204,0.0002332772,0.003775036,0.00004876264,0.00002144078,0.00004766568,0.0003685321,0.000004288389,0.00008040037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008559969,"threshold_uncertainty_score":0.04527003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176046385550938,"score_gpt":0.3055522486969197,"score_spread":0.2879476101418258,"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."}}