{"id":"W4214805736","doi":"10.21203/rs.2.10834/v1","title":"FACTORS ASSOCIATED WITH DIALYSIS WITHDRAWAL IN DIALYSIS PATIENTS","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dialysis; Medicine; Odds ratio; Logistic regression; Hemodialysis; Kidney disease; Retrospective cohort study; Internal medicine; Intensive care 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":[0.0006295705,0.0001276697,0.0002714529,0.0007062767,0.0004249604,0.0004645437,0.0002654438,0.0001974597,0.001436884],"category_scores_gemma":[0.003281495,0.0001033143,0.0003841659,0.001304393,0.0001946768,0.0002714337,0.0004261422,0.0006599954,0.0001052992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365362,"about_ca_system_score_gemma":0.0006677976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005379011,"about_ca_topic_score_gemma":0.006420207,"domain_scores_codex":[0.9990515,0.0002603929,0.000226039,0.00009976023,0.000248797,0.0001135165],"domain_scores_gemma":[0.996527,0.000531616,0.002098002,0.0001063187,0.0003399138,0.0003970709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002337018,0.00001419023,0.9989786,0.00002373318,0.00002196667,0.00005588332,0.00005684716,0.000007138358,0.00005039599,0.000005570754,0.00007116367,0.0006910937],"study_design_scores_gemma":[0.000001554081,0.0000255685,0.9992296,0.00002015414,0.00001301313,0.0002501431,0.0001702996,0.00004128517,0.00003041253,0.00001143833,0.0002040283,0.000002455591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975683,0.001172857,0.00009021624,0.0001574267,0.000009193407,0.00001596652,0.0004429973,0.000003628946,0.000539427],"genre_scores_gemma":[0.9994134,0.0002070601,0.00004738928,0.00003661897,0.000009827029,0.000006473922,0.000216246,9.717149e-7,0.0000620616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005379011,"threshold_uncertainty_score":0.0106954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05738505592284102,"score_gpt":0.3535181157901151,"score_spread":0.2961330598672741,"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."}}