{"id":"W2787827565","doi":"10.3747/pdi.2017.00169","title":"Increased Serum Lactate in Peritoneal Dialysis Patients Presenting with Intercurrent Illness","year":2018,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Kidney disease; Intensive care medicine; Internal medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003699624,0.0003756348,0.0006452454,0.0008134901,0.0001641833,0.0001978497,0.0003932768,0.00009377137,0.001411017],"category_scores_gemma":[0.0002276275,0.0002964505,0.0003758633,0.0007558932,0.0002718513,0.0003061153,0.0003062362,0.0002463552,0.0001497276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202224,"about_ca_system_score_gemma":0.0000947088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007330226,"about_ca_topic_score_gemma":0.0007517239,"domain_scores_codex":[0.9966047,0.0001533185,0.0007372843,0.0007587098,0.001241091,0.0005048365],"domain_scores_gemma":[0.9984477,0.00006855321,0.0002545144,0.0004400235,0.000486175,0.0003030898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001424858,0.002593762,0.9645205,0.00009211769,0.001764304,0.0001360388,0.002880693,0.00006569346,0.0005492907,0.0001964986,0.0008457207,0.02493049],"study_design_scores_gemma":[0.004524165,0.0003008735,0.9672485,0.0001941493,0.0008469899,0.000007368465,0.0005326021,0.01221033,0.00160598,0.00005575893,0.01191006,0.0005632297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984067,0.00003200363,0.0002214123,0.0009498415,0.0008176378,0.0004463961,0.00008702897,0.00007411656,0.01330455],"genre_scores_gemma":[0.996464,0.00004297726,0.0003897303,0.0004030726,0.001108324,0.0001468305,0.0007005425,0.00004893397,0.0006956265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02436726,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009788334770393307,"score_gpt":0.2700222882392431,"score_spread":0.2602339534688498,"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."}}