{"id":"W3137864617","doi":"10.1111/nep.13873","title":"Dialysis initiation in older persons across centres and over time in Australia and New Zealand","year":2021,"lang":"en","type":"article","venue":"Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Health and Medical Research Council; Royal Australasian College of Physicians","keywords":"Medicine; Dialysis; Gerontology; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001215428,0.0002521047,0.0005123279,0.001312215,0.0005235575,0.0009543293,0.0004744719,0.0003040913,0.001126581],"category_scores_gemma":[0.003309873,0.0002576586,0.0007910033,0.002356875,0.0004745466,0.00112353,0.001229451,0.0005938369,0.0001264719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098754,"about_ca_system_score_gemma":0.001900091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2973614,"about_ca_topic_score_gemma":0.2718195,"domain_scores_codex":[0.9987438,0.0001929608,0.0002748325,0.0003021668,0.0002951871,0.0001910982],"domain_scores_gemma":[0.9965615,0.0001711267,0.002317075,0.00009748695,0.0004517076,0.0004011441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004292725,0.00001348934,0.9930897,0.00009757528,0.00009963794,0.0001196118,0.001365404,0.00006210892,0.0002163504,0.00002920722,0.0002161969,0.004647655],"study_design_scores_gemma":[0.000001760088,0.00001629294,0.9991764,0.00002863567,0.00001304427,0.00008949232,0.0003411494,0.00004531377,0.00001285208,0.000009468047,0.0002624322,0.000003116575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960982,0.001394733,0.00017607,0.0002751823,0.000009000956,0.00004567398,0.001116389,0.000007181754,0.0008776649],"genre_scores_gemma":[0.9981322,0.0008714526,0.0002020844,0.00009852633,0.000009962409,0.00003064397,0.0004706414,0.000002431249,0.0001820975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2973614,"threshold_uncertainty_score":0.5912612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740897340609176,"score_gpt":0.2947512026816821,"score_spread":0.2773422292755903,"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."}}