{"id":"W3217422784","doi":"10.1503/cmaj.211020","title":"Patients with kidney failure who cannot access dialysis in rural and remote areas of Canada should be prioritized for kidney transplantation","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dialysis; Kidney transplantation; Medicine; Kidney; Transplantation; Intensive care medicine; Kidney transplant; Artificial kidney; Quality of life (healthcare); Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004100339,0.0001782264,0.0003583577,0.0005302404,0.004996051,0.001694873,0.0009046277,0.0008488371,0.01734204],"category_scores_gemma":[0.002378902,0.00008086648,0.0003903915,0.00139668,0.0009824024,0.0005720006,0.001437758,0.001991938,0.0006483065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01133794,"about_ca_system_score_gemma":0.06395647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8160306,"about_ca_topic_score_gemma":0.9494352,"domain_scores_codex":[0.9993631,0.00007470349,0.00002910221,0.00003862887,0.0001533834,0.0003411819],"domain_scores_gemma":[0.9964513,0.0001507904,0.0002759651,0.00002037063,0.0006977328,0.002403835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001729882,0.0002786327,0.5214292,0.0008389701,0.00009084498,0.001750069,0.001575119,0.0004272879,0.0009481904,0.004373785,0.3505161,0.1175988],"study_design_scores_gemma":[0.000184729,0.0001816959,0.7786806,0.002994276,0.0001761904,0.002702845,0.0155115,0.0007715703,0.0004410987,0.007665735,0.1905683,0.0001214042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3757261,0.02061079,0.002535946,0.4379228,0.003119133,0.0005037093,0.005412334,0.0002152893,0.1539539],"genre_scores_gemma":[0.8880191,0.01312296,0.006451129,0.06913696,0.001799723,0.0002364379,0.002557568,0.00008634484,0.01858977],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1839694,"threshold_uncertainty_score":0.3701056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009165869615747453,"score_gpt":0.2558086043859982,"score_spread":0.2466427347702507,"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."}}