{"id":"W3111405315","doi":"10.1177/2054358120977391","title":"An Environmental Scan and Evaluation of Home Dialysis Quality Indicators Currently Used in Canada","year":2020,"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":"Queen's University; University of Saskatchewan; University of British Columbia; Nova Scotia Health Authority; University of Toronto; Dalhousie University; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Quality (philosophy); Delphi method; Quality management; Dialysis adequacy; Peritoneal dialysis; Environmental health; Family medicine; Business; Marketing; Internal medicine; Computer science","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":[0.01384148,0.0004144445,0.0005161483,0.01279635,0.00406388,0.00230705,0.001513316,0.0003769087,0.001368177],"category_scores_gemma":[0.03021666,0.0002639641,0.0005781347,0.02562309,0.001561548,0.0007949871,0.002529508,0.0005299294,0.0001065175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05967418,"about_ca_system_score_gemma":0.1086303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9547818,"about_ca_topic_score_gemma":0.9647221,"domain_scores_codex":[0.974403,0.003287592,0.002042105,0.001266739,0.01645721,0.002543416],"domain_scores_gemma":[0.9060341,0.008612338,0.005559714,0.0015505,0.07582205,0.002421353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733941,0.00007168077,0.8396701,0.001753575,0.0001490122,0.0003487967,0.01202662,0.001705263,0.002174468,0.004362093,0.01696004,0.120605],"study_design_scores_gemma":[0.000009316612,0.00005409865,0.9526193,0.0005958606,0.00004052436,0.00007851964,0.008832833,0.001473659,0.001270209,0.0004241137,0.03454556,0.00005620737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588237,0.006093102,0.0120749,0.007378516,0.00009866914,0.001734519,0.03810555,0.0003708147,0.07532028],"genre_scores_gemma":[0.9709303,0.002122265,0.01562783,0.0007601635,0.00001542377,0.00059389,0.007956777,0.00004733826,0.001945987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05967418,"threshold_uncertainty_score":0.4329684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043476439119388,"score_gpt":0.3041225273864507,"score_spread":0.2736877629952568,"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."}}