{"id":"W2548738893","doi":"10.12927/hcq.2016.24864","title":"Increasing Rates of Kidney Failure Care in Canada Strains Demand for Kidney Donors","year":2016,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medicine; Dialysis; Kidney; Kidney disease; Intensive care medicine; Kidney transplantation; Incidence (geometry); Renal function; Nephrology; Donation; Internal medicine","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":[0.0006535894,0.0001471785,0.0002801848,0.001455286,0.002797744,0.00196193,0.000654769,0.0004847063,0.007727366],"category_scores_gemma":[0.004079523,0.0001492466,0.000504777,0.004719191,0.000664726,0.0006622038,0.001265343,0.001283426,0.0003443776],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04014421,"about_ca_system_score_gemma":0.07516692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933338,"about_ca_topic_score_gemma":0.9967905,"domain_scores_codex":[0.9983912,0.0001037582,0.00006728306,0.00007757405,0.0008849266,0.0004752399],"domain_scores_gemma":[0.9949716,0.0002457445,0.0009911108,0.00006869248,0.002170041,0.001552737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005576511,0.000056242,0.8540949,0.0003057467,0.00009683165,0.0003557683,0.001621426,0.0004506464,0.000244168,0.003706924,0.07560275,0.06340881],"study_design_scores_gemma":[0.00001424751,0.0000125656,0.9616334,0.0002609282,0.0000341172,0.0002968464,0.003035357,0.0004151801,0.0001045687,0.0003866913,0.03378312,0.00002304414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7953265,0.02122777,0.0009795779,0.08996349,0.0007118606,0.0001309908,0.01951873,0.0002390328,0.07190216],"genre_scores_gemma":[0.9667918,0.0117007,0.001223375,0.008473208,0.000164027,0.0000320461,0.003693919,0.00003268785,0.007888238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9598558,"threshold_uncertainty_score":0.2912679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128338884990958,"score_gpt":0.2817987779402946,"score_spread":0.2689648894411988,"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."}}