{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009460308,0.0002897197,0.000394262,0.0009542534,0.0007280087,0.0009059825,0.000629239,0.0003884719,0.001197881],"category_scores_gemma":[0.002172404,0.0004186941,0.0004617506,0.002270714,0.000415653,0.0005026771,0.000549734,0.0005466818,0.0002010143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062653,"about_ca_system_score_gemma":0.001302237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06124621,"about_ca_topic_score_gemma":0.06788491,"domain_scores_codex":[0.9990269,0.0001551969,0.0001362929,0.0002302298,0.0003126238,0.0001387755],"domain_scores_gemma":[0.9977598,0.0002354785,0.001144847,0.0002075646,0.0003581077,0.0002942148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001734625,0.000009249966,0.9997181,0.000004618625,0.00001798086,0.00001664826,0.00002913813,0.000004119079,0.00002461028,0.000002150892,0.00002732899,0.0001288056],"study_design_scores_gemma":[0.000006121425,0.0000305401,0.9995462,0.000006103227,0.00002063693,0.0001306571,0.0001004471,0.00003269626,0.0000162528,0.000004373359,0.0001038617,0.000002011554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99813,0.0003393693,0.0001089259,0.00003076742,0.000004912465,0.00002694302,0.001062912,0.000003272089,0.0002928517],"genre_scores_gemma":[0.9986717,0.0001987596,0.00009754526,0.00004736431,0.0000116777,0.00002299322,0.0008716359,0.000001790901,0.00007650918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06124621,"threshold_uncertainty_score":0.1217794,"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."}}