{"id":"W2009015881","doi":"10.1053/j.ajkd.2014.08.013","title":"Adverse Technical Events in Home Hemodialysis","year":2014,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Dalhousie University; University Health Network; Capital District Health Authority","funders":"","keywords":"Medicine; Hemodialysis; Adverse effect; Dialysis; Cohort; Arteriovenous fistula; Home hemodialysis; Retrospective cohort study; Cohort study; Dialysis catheter; Emergency medicine; Catheter; Fistula; 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":[0.001322107,0.0001566948,0.0004060705,0.0007650783,0.0005396663,0.0008916321,0.0002479172,0.0005798294,0.001690645],"category_scores_gemma":[0.009306829,0.0001385383,0.0007611543,0.0009190732,0.0002442929,0.0004923311,0.0004764403,0.001245982,0.0001323396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004809084,"about_ca_system_score_gemma":0.0005535054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709785,"about_ca_topic_score_gemma":0.001746876,"domain_scores_codex":[0.9983813,0.0005747593,0.000365066,0.000105749,0.0004215637,0.0001516687],"domain_scores_gemma":[0.9910419,0.003091337,0.004019237,0.0003160832,0.0006136848,0.000917703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000528552,0.0001602219,0.9839454,0.0001130475,0.0002087044,0.0009052477,0.0001238837,0.0001641243,0.0001041072,0.000163661,0.0004389982,0.01314401],"study_design_scores_gemma":[0.00001566969,0.0002795292,0.9953092,0.0000691378,0.0001381294,0.00245244,0.0003081341,0.0004098444,0.00009489935,0.0002521776,0.0006583628,0.00001247299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902309,0.004098986,0.0004147039,0.0004503665,0.00007869603,0.00003737068,0.0003310055,0.00001167379,0.004346339],"genre_scores_gemma":[0.9982547,0.0008579004,0.0001741345,0.0001929712,0.00009736877,0.00001060502,0.0002457947,0.000003064386,0.0001633897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001709785,"threshold_uncertainty_score":0.006992042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005118398766351931,"score_gpt":0.2499600589585349,"score_spread":0.244841660192183,"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."}}