{"id":"W3094386534","doi":"10.1111/nep.13782","title":"Variability and trends over time and across centres in haemodialysis weekly duration in Australia and New Zealand","year":2020,"lang":"en","type":"article","venue":"Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"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; Interquartile range; Dialysis; Cohort; Duration (music); Demography; Population; Body mass index; Medical prescription; Internal medicine; Environmental health","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":[0.002685813,0.0001697547,0.0004657149,0.001123549,0.0003650251,0.00089589,0.0007832567,0.0002834788,0.001144263],"category_scores_gemma":[0.008358964,0.0002338244,0.0007211356,0.002489494,0.0004821401,0.00074156,0.0008916461,0.0005666091,0.0001514219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848886,"about_ca_system_score_gemma":0.001680647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2071649,"about_ca_topic_score_gemma":0.1786264,"domain_scores_codex":[0.9976556,0.0004536558,0.0004069508,0.0006495054,0.0005818293,0.0002524334],"domain_scores_gemma":[0.9906139,0.001171003,0.005835123,0.000444559,0.001251628,0.0006837445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009482231,0.00001500187,0.991764,0.0001053874,0.0001487291,0.00005115026,0.001158633,0.00013232,0.0002717703,0.00005345263,0.0003319841,0.005872684],"study_design_scores_gemma":[0.00000185705,0.0000214649,0.9992132,0.00001807974,0.00001279086,0.00004784005,0.0002357639,0.0001206325,0.00002013096,0.000009644938,0.0002947052,0.000003874125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961528,0.0009367949,0.0003673187,0.0002018728,0.000008231672,0.00002206855,0.001676877,0.00001174511,0.0006224022],"genre_scores_gemma":[0.9982401,0.0003258803,0.0003090223,0.00004334372,0.000008646592,0.00002768319,0.0008484222,0.000006989667,0.0001899134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2071649,"threshold_uncertainty_score":0.4119181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048635811332028,"score_gpt":0.2881923518798683,"score_spread":0.267705993766548,"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."}}