{"id":"W2949183212","doi":"10.1093/ndt/gfz106.fp687","title":"FP687THE ASSOCIATION BETWEEN INTRA-DIALYTIC SYMPTOM CLUSTERS AND RECOVERY TIME IN PATIENTS UNDERGOING CHRONIC HEMODIALYSIS: AN EXPLORATORY ANALYSIS","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Hemodialysis; Intensive care medicine; Association (psychology); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003057494,0.0005829083,0.0006937489,0.001796541,0.0008867836,0.0008952962,0.0009098419,0.0005411704,0.004324368],"category_scores_gemma":[0.006232086,0.0002886695,0.002525929,0.001595467,0.0005606982,0.0004948496,0.001160233,0.0007258522,0.000372044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165312,"about_ca_system_score_gemma":0.003117349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02687093,"about_ca_topic_score_gemma":0.01452683,"domain_scores_codex":[0.9978698,0.0007446674,0.0001528259,0.0003025702,0.0004131009,0.0005169329],"domain_scores_gemma":[0.9950295,0.002710742,0.0009617368,0.0002259638,0.0004964463,0.0005756468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004887239,0.0001115299,0.9972916,0.00002863215,0.0002583311,0.00008984936,0.0002512962,0.00006113536,0.0001029218,0.0000291898,0.0001521169,0.001134623],"study_design_scores_gemma":[0.000053386,0.0008152206,0.9964294,0.00001592872,0.000171903,0.0001545228,0.001177321,0.0008033893,0.00005776059,0.00004078027,0.0002680343,0.00001250949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988158,0.00006940473,0.0001618026,0.00003581075,0.000003547352,0.00006488022,0.0005803014,0.000004289407,0.000264044],"genre_scores_gemma":[0.9989204,0.00002671711,0.0002355074,0.00001858647,0.000005926576,0.00009319524,0.0005224746,0.000002526903,0.0001746969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687093,"threshold_uncertainty_score":0.05342907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00687516645380988,"score_gpt":0.207270278425676,"score_spread":0.2003951119718661,"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."}}