{"id":"W4200474836","doi":"10.1093/ndt/gfab343","title":"Opioid prescribing practices in chronic kidney disease: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ottawa; Centre Hospitalier de l’Université de Montréal; McGill University Health Centre; McMaster University","funders":"Schulich School of Medicine and Dentistry; Fonds de Recherche du Québec - Santé; Southeastern Ontario Academic Medical Organization; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Lawson Health Research Institute","keywords":"Medicine; Kidney disease; Hydromorphone; Cohort; Opioid; Codeine; Medical prescription; Population; Retrospective cohort study; Internal medicine; Chronic pain; Cohort study; Dialysis; Morphine; Physical therapy; Pharmacology","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":[0.001022807,0.0003312294,0.0004510508,0.001020337,0.001236099,0.001076268,0.0007610777,0.0006348913,0.001133894],"category_scores_gemma":[0.001913069,0.0005185812,0.0008585124,0.002918317,0.0005320292,0.0007382928,0.0009074355,0.0008473833,0.0002273137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794575,"about_ca_system_score_gemma":0.003097256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.493958,"about_ca_topic_score_gemma":0.5725647,"domain_scores_codex":[0.9988527,0.0001529677,0.0001286303,0.0002557101,0.0003291331,0.0002808932],"domain_scores_gemma":[0.9982525,0.0001130784,0.0007661585,0.0001440571,0.0003711133,0.0003531172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002401839,0.00002220702,0.9994082,0.000007180211,0.00004687456,0.00002618609,0.0001309306,0.00001160074,0.00004250446,0.000006410289,0.00008777413,0.0001860661],"study_design_scores_gemma":[0.000005745267,0.00003097733,0.9994878,0.000007223132,0.00002202501,0.00005032185,0.0002017948,0.00005854262,0.000007110612,0.000004907115,0.0001201054,0.000003403075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972188,0.0001632882,0.00006980415,0.00007881167,0.000005075254,0.00004725596,0.00208916,0.000003375404,0.0003244553],"genre_scores_gemma":[0.9983569,0.0001520401,0.00009650877,0.00006816907,0.000006455555,0.00002839169,0.001133273,0.0000019033,0.0001563828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.493958,"threshold_uncertainty_score":0.9821657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610811122909806,"score_gpt":0.2986760496154559,"score_spread":0.2825679383863579,"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."}}