{"id":"W3116322142","doi":"10.1016/j.ekir.2020.11.031","title":"A Comprehensive Quality Assurance Platform in Canada for National Point-of-Care Chronic Kidney Disease Screening: The Kidney Check Program","year":2020,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Manitoba; University of British Columbia; First Nations Health and Social Secretariat of Manitoba; Seven Oaks General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Indigenous; Kidney disease; Mainstream; Diabetes mellitus; Disease; Health care; Gerontology; Family medicine; Environmental health; Intensive care medicine; Economic growth; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01014111,0.0004623496,0.0004864557,0.002332722,0.007117111,0.00340689,0.003538049,0.001027028,0.01085598],"category_scores_gemma":[0.01286517,0.000567611,0.0009500599,0.002564513,0.001576456,0.001150044,0.005195125,0.00237959,0.001498103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0651901,"about_ca_system_score_gemma":0.3248433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9761313,"about_ca_topic_score_gemma":0.9877044,"domain_scores_codex":[0.992165,0.001142195,0.0003816275,0.0005065807,0.004056178,0.001748396],"domain_scores_gemma":[0.9562076,0.001445816,0.002230079,0.001190631,0.02092367,0.01800219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006905457,0.002046595,0.3451491,0.001457483,0.0001795295,0.000817858,0.003678961,0.001205829,0.003211976,0.009581265,0.3273516,0.3046292],"study_design_scores_gemma":[0.0002864329,0.0004986097,0.8040357,0.001439465,0.0001039428,0.0002892137,0.002458446,0.002708252,0.0008509442,0.001072979,0.1861069,0.0001492207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4447592,0.02048506,0.0431904,0.1511198,0.003690368,0.02591792,0.06527454,0.01020358,0.2353591],"genre_scores_gemma":[0.768571,0.007317246,0.1066622,0.0375603,0.0006650731,0.005383295,0.02261702,0.000712694,0.05051121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0651901,"threshold_uncertainty_score":0.4729895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08686534318195932,"score_gpt":0.4270214504516743,"score_spread":0.340156107269715,"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."}}