{"id":"W4386033933","doi":"10.1016/j.jcjd.2023.08.005","title":"The Impact of Blood Glucose Test Strips Reimbursement Limits on Utilization, Costs, and Health-care Utilization in British Columbia","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Centre for Advancing Health Outcomes; Michael Smith Health Research BC; University of Toronto; Providence Health Care; University of British Columbia","funders":"Canadian Institutes of Health Research; University of Toronto; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Medicine; Reimbursement; Health care; Confidence interval; Cohort; Government (linguistics); Environmental health; Public health; Diabetes mellitus; Test (biology); Glucose test; Health policy; Gerontology; Nursing; Economic growth; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001374033,0.0002648641,0.0005951804,0.001609097,0.002229184,0.00237519,0.002324268,0.001008912,0.003827417],"category_scores_gemma":[0.009636309,0.0005822612,0.0008485577,0.003360122,0.0007390192,0.0004802432,0.001348359,0.001996559,0.0003131895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04871616,"about_ca_system_score_gemma":0.04645795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966103,"about_ca_topic_score_gemma":0.9982039,"domain_scores_codex":[0.9971632,0.0005625641,0.0002358328,0.000182512,0.0006519663,0.00120382],"domain_scores_gemma":[0.9905634,0.002112786,0.001094512,0.0002333444,0.003539075,0.002456864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004210867,0.0002363682,0.9761804,0.0000729677,0.0001817674,0.0004726889,0.0006813062,0.00159376,0.0001839158,0.0007435767,0.009243743,0.009988367],"study_design_scores_gemma":[0.00003180749,0.00003248158,0.9932021,0.000111887,0.0000902514,0.00008181934,0.002542896,0.002227285,0.00008417828,0.0001049723,0.001459193,0.00003117182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858449,0.0009165701,0.00007047449,0.002810366,0.00004191042,0.00002977369,0.00480458,0.00001588481,0.005465551],"genre_scores_gemma":[0.9938141,0.0006602451,0.000124711,0.0006591089,0.00001003849,0.00002558671,0.001459771,0.00001137322,0.003235169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04871616,"threshold_uncertainty_score":0.3534621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031864657144925,"score_gpt":0.2790324361519667,"score_spread":0.2487137895805175,"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."}}