{"id":"W3107440259","doi":"10.1159/000511168","title":"Dialysis Modality and Mortality in Heart Failure: A Retrospective Study of Incident Dialysis Patients","year":2020,"lang":"en","type":"article","venue":"Cardiorenal Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Toronto; McMaster University; Institute for Clinical Evaluative Sciences; Impact; Western University","funders":"","keywords":"Medicine; Dialysis; Hazard ratio; Peritoneal dialysis; Hemodialysis; Retrospective cohort study; Internal medicine; Mortality rate; Surgery; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006409418,0.0002458535,0.001541476,0.0002504679,0.0000397958,0.000009324715,0.00009965132,0.00006007548,0.00006695055],"category_scores_gemma":[0.0008142634,0.0001750795,0.0002355915,0.001084153,0.0001947397,0.00006689139,0.0001704907,0.0002074304,0.000003237993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184608,"about_ca_system_score_gemma":0.00003456226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009603769,"about_ca_topic_score_gemma":0.000167845,"domain_scores_codex":[0.9970868,0.0002468988,0.0007573002,0.000583579,0.00109415,0.0002313083],"domain_scores_gemma":[0.998672,0.00004494821,0.0001898089,0.0004251364,0.0002568313,0.0004112517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002650982,0.0007251468,0.9924915,0.0001706385,0.001056857,0.00006227872,0.00332754,0.00004823952,0.0003202232,0.00002355195,0.0006679198,0.0008409971],"study_design_scores_gemma":[0.00583192,0.00144448,0.987212,0.0001200388,0.0027304,7.189395e-7,0.002066866,0.0001963189,0.00007099168,0.00006509596,0.0001202851,0.0001408716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950868,0.0002472838,0.00005760941,0.003042947,0.00007377322,0.0009715087,0.0000179432,0.0000249897,0.000477073],"genre_scores_gemma":[0.9989419,0.00004390403,0.00004247004,0.000557624,0.0002853263,0.00005463658,0.00004843576,0.00001703592,0.000008697376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005566822,"threshold_uncertainty_score":0.7139537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820793810657435,"score_gpt":0.2770731331244152,"score_spread":0.2588651950178408,"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."}}