{"id":"W4406438388","doi":"10.34067/kid.0000000701","title":"Effect of Dialysis Modality on Mortality and Complications in Cardiovascular Surgery","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Dialysis; Perioperative; Hemodialysis; Peritoneal dialysis; Retrospective cohort study; Logistic regression; Surgery; Cardiac surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002567088,0.0003048544,0.0004458588,0.0008607268,0.0003209653,0.0008553499,0.0004952427,0.00043846,0.003446176],"category_scores_gemma":[0.01390726,0.0001741156,0.002417473,0.001049348,0.0003013648,0.0005719959,0.0007268757,0.001299401,0.0001952853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004882686,"about_ca_system_score_gemma":0.0007270433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721119,"about_ca_topic_score_gemma":0.002290612,"domain_scores_codex":[0.9978148,0.0009495823,0.000337237,0.0003021801,0.0004102142,0.0001859357],"domain_scores_gemma":[0.9876739,0.005479217,0.004479942,0.0005004564,0.000721448,0.001145174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004696602,0.00005018062,0.9926994,0.0001223442,0.0008344097,0.00003846476,0.00001756903,0.0001212447,0.00004985672,0.00003781166,0.0003367341,0.005222285],"study_design_scores_gemma":[0.00002906514,0.0002483356,0.9978283,0.00006876158,0.0005115102,0.0002165379,0.00007253499,0.0004819447,0.00005700726,0.0001440929,0.0003324479,0.000009417952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980655,0.01437928,0.0006643072,0.0006494717,0.0001380543,0.00003310488,0.001281998,0.00002523213,0.002173535],"genre_scores_gemma":[0.9980835,0.0009741876,0.0001980431,0.00008237537,0.0001258751,0.00001778271,0.0003132259,0.000005072529,0.0002000488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003446176,"threshold_uncertainty_score":0.01357621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990535492511557,"score_gpt":0.3110461167183889,"score_spread":0.2911407617932733,"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."}}