{"id":"W4387195797","doi":"10.1177/20543581231203065","title":"Variability in Reporting eGFR at Dialysis Initiation in Canada: A Research Letter","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université de Montréal; Humber River Regional Hospital; Dalhousie University; Health Sciences Centre; Vancouver General Hospital; University of British Columbia; Centre Hospitalier de l’Université de Montréal; Queen's University; London Health Sciences Centre; Hôpital Maisonneuve-Rosemont; Western University","funders":"","keywords":"Medicine; Dialysis; Nephrology; Kidney disease; Family medicine; Renal function; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01868501,0.0002451478,0.0005543719,0.001798153,0.008531999,0.004518548,0.002686563,0.002799853,0.003790849],"category_scores_gemma":[0.08332983,0.0005572017,0.0005949887,0.006533385,0.002879223,0.001368847,0.001540666,0.003010599,0.0003272241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1062827,"about_ca_system_score_gemma":0.1754541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924015,"about_ca_topic_score_gemma":0.9905338,"domain_scores_codex":[0.9827867,0.002918521,0.002518541,0.001772174,0.007117768,0.002886355],"domain_scores_gemma":[0.8293281,0.05298161,0.0142116,0.003247606,0.08760794,0.0126231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003431115,0.0001593836,0.7354275,0.0008372609,0.0001094321,0.00108373,0.02735117,0.0003656428,0.000441414,0.002206883,0.1650213,0.06665315],"study_design_scores_gemma":[0.0001311689,0.0001304504,0.8530757,0.001920307,0.0001277027,0.0007950018,0.0544643,0.002120787,0.0005014525,0.0006858166,0.08582111,0.0002260631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4172859,0.00783708,0.0009031903,0.5443316,0.001858972,0.0003169492,0.006184241,0.00005431653,0.02122776],"genre_scores_gemma":[0.9158896,0.003815393,0.0009359447,0.07536114,0.0004658271,0.0001233788,0.0009735232,0.00004209602,0.002393129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1062827,"threshold_uncertainty_score":0.7711383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669418539048737,"score_gpt":0.3514623419582879,"score_spread":0.2845204880534142,"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."}}