{"id":"W2895642616","doi":"10.1111/hdi.12690","title":"Clinical presentation at initiation of maintenance dialysis and subsequent survival: A retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; American Kidney Fund; U.S. Department of Veterans Affairs","keywords":"Medicine; Dialysis; Retrospective cohort study; Hemodialysis; Cohort; Pediatrics; Cohort study; Presentation (obstetrics); Internal medicine; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00213235,0.0003491506,0.0004912527,0.0008778467,0.0005232475,0.0009015718,0.0006967633,0.0006203307,0.001326106],"category_scores_gemma":[0.003538187,0.0004555788,0.0008061677,0.001624747,0.0003974716,0.0009530799,0.0006474429,0.0007877016,0.0002061996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000384603,"about_ca_system_score_gemma":0.0006804798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006593831,"about_ca_topic_score_gemma":0.005421531,"domain_scores_codex":[0.9987416,0.0003278344,0.0001804318,0.0003462319,0.0002382236,0.0001658105],"domain_scores_gemma":[0.9969884,0.0005175225,0.001460633,0.0003415093,0.0002675241,0.0004243998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005848392,0.00002303344,0.9993544,0.000008327471,0.00006581327,0.00005202918,0.00004700404,0.00001698033,0.00005328171,0.000006476886,0.00005698918,0.000257084],"study_design_scores_gemma":[0.000012914,0.0001388431,0.9988416,0.00001926859,0.00006887534,0.000416122,0.000196006,0.0001459218,0.0000291353,0.00001613448,0.000109959,0.000005270393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988807,0.0003095785,0.0001143162,0.00004487831,0.000006572398,0.00002643616,0.0004540705,0.000002669026,0.000160893],"genre_scores_gemma":[0.9992249,0.000144694,0.00009860907,0.00003098986,0.00001106979,0.00001833947,0.0004240007,0.000001858814,0.00004558478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006593831,"threshold_uncertainty_score":0.01311088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207326228160903,"score_gpt":0.3483029838625278,"score_spread":0.3162297215809188,"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."}}