{"id":"W2899363204","doi":"10.1053/j.ajkd.2018.08.016","title":"Technique Failure in a Multicenter Canadian Home Hemodialysis Cohort","year":2018,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Ottawa; University of Calgary; Western University; University Health Network; University of Toronto; University of British Columbia; Humber River Regional Hospital; Alberta Health Services; University of Alberta","funders":"Kidney Foundation of Canada","keywords":"Medicine; Hemodialysis; Multicenter study; Cohort; Cohort study; Intensive care medicine; Internal medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001025284,0.001015946,0.001128255,0.001727941,0.005452638,0.003374049,0.002335887,0.001333428,0.003811288],"category_scores_gemma":[0.00280974,0.0008091531,0.001397111,0.003712546,0.001314052,0.001128383,0.001491267,0.002230214,0.0004653479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01656517,"about_ca_system_score_gemma":0.02246493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9200336,"about_ca_topic_score_gemma":0.9392807,"domain_scores_codex":[0.998374,0.0001045934,0.00006765683,0.000378895,0.0003808923,0.0006940379],"domain_scores_gemma":[0.9971406,0.0001544207,0.0005817504,0.0002029535,0.0009943955,0.000925765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002294439,0.0001059738,0.99532,0.00001251318,0.0001309759,0.0002518132,0.000523933,0.00006038348,0.0001176013,0.0001487349,0.001606896,0.001491673],"study_design_scores_gemma":[0.00004020258,0.0000734034,0.9959311,0.0000307031,0.0001127191,0.0004054183,0.002096278,0.0002853478,0.00003323931,0.00006766187,0.0008862636,0.00003760499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962071,0.0003159285,0.00008362846,0.0002920145,0.00003018266,0.00003716917,0.001585455,0.000008584512,0.001439949],"genre_scores_gemma":[0.9964027,0.0003252076,0.0001449199,0.0002675202,0.00004457939,0.00003013962,0.001922085,0.0000140144,0.0008487569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07996637,"threshold_uncertainty_score":0.1608745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004073744598597493,"score_gpt":0.2403889806626073,"score_spread":0.2363152360640098,"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."}}