{"id":"W2782046897","doi":"10.1177/2054358117747261","title":"Barriers to Peritoneal Dialysis in Aboriginal Patients","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital; University of Ottawa; McMaster University","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Kidney disease; Hemodialysis; Logistic regression; Population; Observational study; Home hemodialysis; Cohort; Internal medicine; Emergency medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005716027,0.0001442051,0.0002286937,0.0003525887,0.001071759,0.0004938573,0.0002821731,0.0002381224,0.001604305],"category_scores_gemma":[0.002324194,0.000136594,0.0003370577,0.0005363993,0.0003398071,0.0002387927,0.0006470331,0.0005109819,0.0001142646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083799,"about_ca_system_score_gemma":0.001776905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.102916,"about_ca_topic_score_gemma":0.1105645,"domain_scores_codex":[0.9996917,0.00007491637,0.00002694398,0.00003348758,0.0000634458,0.0001095229],"domain_scores_gemma":[0.9988507,0.0001613645,0.0006016014,0.00003212728,0.0001062365,0.0002479874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005924911,0.00004814948,0.9953163,0.00003596747,0.00001795331,0.0002418555,0.002382309,0.00002434256,0.000155952,0.00004486039,0.000158557,0.001514663],"study_design_scores_gemma":[0.000008738033,0.0001147468,0.9935387,0.00004664933,0.00002478766,0.0004239688,0.005117496,0.0001501346,0.00004911683,0.0000410174,0.0004779632,0.000006606459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993747,0.0001161094,0.00001510867,0.0001221285,0.00000231961,0.000008350743,0.00005369967,7.09376e-7,0.0003068752],"genre_scores_gemma":[0.9995994,0.0001479159,0.00005026507,0.0000532905,0.000003988362,0.000009579679,0.00005301465,5.017425e-7,0.00008214382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8970841,"threshold_uncertainty_score":0.2046338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006668179139488254,"score_gpt":0.2806177810947197,"score_spread":0.2739496019552315,"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."}}