{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001234572,0.0001108858,0.0002403091,0.0001183064,0.00004100682,0.000005143311,0.00004527221,0.00006950778,0.00004807152],"category_scores_gemma":[0.0001177109,0.00008449268,0.00003861502,0.0001229294,0.00002186699,0.00007931123,0.000001289344,0.00007184738,0.000001833838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377826,"about_ca_system_score_gemma":0.005544826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5263484,"about_ca_topic_score_gemma":0.9149162,"domain_scores_codex":[0.9989793,0.00007441084,0.0003483525,0.000187871,0.0001791906,0.000230826],"domain_scores_gemma":[0.9990141,0.0000976482,0.0000916209,0.000133737,0.0002065893,0.0004563449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008645084,0.00005871681,0.8657984,0.00505432,0.00005538767,0.00004540085,0.01102196,4.932693e-7,0.01063297,0.001281454,0.00305579,0.1021306],"study_design_scores_gemma":[0.01350532,0.002406539,0.9392132,0.003846883,0.00009595291,0.0001117659,0.01995911,0.0000480374,0.01024266,0.0003114607,0.009833839,0.0004252322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574609,0.0001152921,0.0003286569,0.04045606,0.0001599428,0.0006415041,0.000720411,0.00002041995,0.00009681175],"genre_scores_gemma":[0.9969065,0.00002631319,0.0005957672,0.002114092,0.00006730981,0.00002381833,0.0002194514,0.00001809107,0.00002862351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3885678,"threshold_uncertainty_score":0.9836283,"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."}}