{"id":"W2276204284","doi":"10.1053/j.ajkd.2015.11.025","title":"Hemodialysis Vascular Access Creation in Patients Switching From Peritoneal Dialysis to Hemodialysis: A Population-Based Retrospective Cohort","year":2016,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; London Health Sciences Centre","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Hemodialysis; Peritoneal dialysis; Vascular access; Retrospective cohort study; Cohort; Dialysis; Population; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005770848,0.0002701696,0.0004841808,0.0005511327,0.001027883,0.00120869,0.0005995259,0.001386193,0.002294043],"category_scores_gemma":[0.002857399,0.0007532383,0.0008014537,0.001288315,0.0004649047,0.001355207,0.0006163348,0.001845537,0.0004218458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004907898,"about_ca_system_score_gemma":0.0005744983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006898113,"about_ca_topic_score_gemma":0.00709537,"domain_scores_codex":[0.9991444,0.0001906647,0.0001130588,0.0002475402,0.0001157925,0.0001885174],"domain_scores_gemma":[0.9982827,0.0003706023,0.0006286792,0.0002129765,0.00021721,0.0002879406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006265365,0.0000409593,0.9981615,0.000004024059,0.00004113137,0.0004756669,0.0001077586,0.00001001022,0.0000928451,0.00002572203,0.0004601269,0.0005175724],"study_design_scores_gemma":[0.00003864437,0.0001815096,0.9912425,0.00002090575,0.0001149372,0.00527057,0.00186231,0.0003810703,0.00006320091,0.0001640176,0.0006383052,0.00002199221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979991,0.0001798337,0.00009617049,0.0006515393,0.00003166443,0.00001026864,0.0004514695,0.000004572997,0.0005753426],"genre_scores_gemma":[0.998381,0.00016379,0.0001046982,0.000700705,0.00006419517,0.00001306316,0.0003280565,0.000003769093,0.000240749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006898113,"threshold_uncertainty_score":0.01371592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088874157560931,"score_gpt":0.3110089098501042,"score_spread":0.3001201682744949,"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."}}