{"id":"W2914501125","doi":"10.1111/hdi.12694","title":"Oral nutritional supplements and 30‐day readmission rate in hypoalbuminemic maintenance hemodialysis patients","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Tufts Medical Center","keywords":"Medicine; Hemodialysis; Dialysis; Odds ratio; Logistic regression; Cohort; Internal medicine; Propensity score matching; Cohort study; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005651582,0.0001422873,0.0002936712,0.0004417451,0.0002213577,0.0005247351,0.0002051475,0.0003528015,0.001091335],"category_scores_gemma":[0.001954934,0.0001315526,0.0004641035,0.0005359678,0.0001119231,0.0002356812,0.0002379393,0.0003761182,0.0001064131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707705,"about_ca_system_score_gemma":0.0002288352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00304831,"about_ca_topic_score_gemma":0.002985627,"domain_scores_codex":[0.9996585,0.0001137316,0.00006539359,0.00005259285,0.00007198655,0.0000377994],"domain_scores_gemma":[0.9983556,0.0002599669,0.001066362,0.00004043206,0.00009214647,0.0001854982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157318,0.00003526857,0.9990222,0.00001047717,0.00004123576,0.00001906962,0.00001339096,0.00002829477,0.0000444247,0.000003667198,0.00003681915,0.0006295092],"study_design_scores_gemma":[0.000008838259,0.0001306523,0.9993809,0.00001090665,0.00003085797,0.00008936871,0.00005716287,0.0002085707,0.00002727924,0.000008171808,0.00004538277,0.000001853833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993851,0.0003435145,0.00001451128,0.000033523,0.000002598571,0.00000245914,0.0001185098,0.000001352477,0.00009830215],"genre_scores_gemma":[0.9996991,0.0001062329,0.00002315991,0.00001487792,0.000004713867,0.000002464735,0.0001170469,3.080947e-7,0.00003201321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00304831,"threshold_uncertainty_score":0.006061137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009593911077447613,"score_gpt":0.2563474014616954,"score_spread":0.2467534903842478,"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."}}