{"id":"W2079701479","doi":"10.1186/s40697-014-0029-2","title":"Canadian Chronic Kidney Disease Clinics: A National Survey of Structure, Function and Models of Care","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University; University of British Columbia","funders":"","keywords":"Medicine; Nephrology; Family medicine; Kidney disease; Referral; Dialysis; Staffing; Multidisciplinary approach; Transplantation; Observational study; Internal medicine; Intensive care medicine; Nursing","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":[0.001745541,0.000327264,0.0003761266,0.001664229,0.003111349,0.001143862,0.001442514,0.0005242781,0.002065581],"category_scores_gemma":[0.003952448,0.0003957494,0.0004128221,0.005901995,0.0006675934,0.0005443118,0.001283723,0.0007383128,0.0002953652],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03148444,"about_ca_system_score_gemma":0.03688146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917081,"about_ca_topic_score_gemma":0.9947476,"domain_scores_codex":[0.9977052,0.000184702,0.0001790685,0.0002638458,0.001173953,0.0004933046],"domain_scores_gemma":[0.994296,0.0003558193,0.00109029,0.0001622835,0.002722332,0.001373227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004600494,0.00004925078,0.9842377,0.0001602157,0.00002888789,0.00006083718,0.002653721,0.00008462137,0.0002001404,0.0001313424,0.006386398,0.00596076],"study_design_scores_gemma":[0.000005921819,0.00001971088,0.9959687,0.00004142113,0.000006738825,0.00003723498,0.001654735,0.0001463868,0.00002246731,0.00001218005,0.002076387,0.00000807028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960188,0.001381565,0.0003290659,0.001655903,0.00002708724,0.0004031042,0.02869067,0.00004929462,0.007275132],"genre_scores_gemma":[0.9907258,0.0008634701,0.0007435358,0.0003909037,0.000007758957,0.0001321611,0.006260209,0.000008642626,0.0008675294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9685156,"threshold_uncertainty_score":0.2284366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961743042055867,"score_gpt":0.2808993790692176,"score_spread":0.2612819486486589,"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."}}