{"id":"W3127626863","doi":"10.1177/2054358121991096","title":"An Environmental Scan of Ambulatory Care Quality Indicators for Patients With Advanced Kidney Disease Currently Used in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; University of Manitoba; Queen's University; Health Sciences Centre","funders":"Kidney Foundation of Canada; Canadian Institutes of Health Research; Canadian Society of Nephrology","keywords":"Medicine; Kidney disease; Health care; Delphi method; Intensive care medicine; Quality management; Ambulatory; Quality (philosophy); Ambulatory care; Family medicine; Emergency medicine; Environmental health; Internal medicine; Operations management","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":[0.01306212,0.0005854219,0.000678184,0.01025982,0.003614558,0.002032172,0.001480257,0.0005547992,0.002059734],"category_scores_gemma":[0.042009,0.0003847606,0.0008610844,0.0251256,0.001166745,0.0007758145,0.002262089,0.0007359627,0.0002334393],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04519708,"about_ca_system_score_gemma":0.1347283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9365405,"about_ca_topic_score_gemma":0.9598833,"domain_scores_codex":[0.9773476,0.002985003,0.002573793,0.001332239,0.01317798,0.002583401],"domain_scores_gemma":[0.8676665,0.01686745,0.008705686,0.002473823,0.09949116,0.00479533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002974508,0.000108272,0.8172482,0.002219168,0.0001828578,0.0003613528,0.009365944,0.002032835,0.001504662,0.002364305,0.06083526,0.1034797],"study_design_scores_gemma":[0.00002195656,0.00008885811,0.9363913,0.0009311447,0.00004337042,0.00007003527,0.005468295,0.00116062,0.000467051,0.0002299864,0.05507259,0.00005489179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6672776,0.005185025,0.009274088,0.01120707,0.0001658235,0.007475242,0.2282643,0.0004902825,0.07066062],"genre_scores_gemma":[0.9050356,0.002482282,0.02470332,0.001741113,0.0000513766,0.005074726,0.05764696,0.00008669691,0.003177922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9548029,"threshold_uncertainty_score":0.3279293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007116956137055856,"score_gpt":0.2572574789749079,"score_spread":0.250140522837852,"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."}}