{"id":"W2612661087","doi":"10.1016/j.jcjd.2017.01.004","title":"Trends in Blood Glucose Test Strip Utilization: A Population-Wide Analysis in Saskatchewan, Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Saskatchewan Health Quality Council; University of Waterloo; Ministry of Health; University of Saskatchewan","funders":"","keywords":"Medicine; Test (biology); Glucose test; Environmental health; Diabetes mellitus; Endocrinology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001257869,0.0007405237,0.001057485,0.00250835,0.00237607,0.0020906,0.002740031,0.001122361,0.002321315],"category_scores_gemma":[0.003553061,0.0009120661,0.001801428,0.01182381,0.001083763,0.0008521586,0.001540807,0.001576307,0.0004171601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0366684,"about_ca_system_score_gemma":0.05533757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99515,"about_ca_topic_score_gemma":0.9969745,"domain_scores_codex":[0.9976278,0.0002513409,0.0003321701,0.0004502036,0.0006522321,0.0006862786],"domain_scores_gemma":[0.9938167,0.0004800631,0.00094155,0.000255663,0.003306928,0.001199147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001405287,0.00003589633,0.9946663,0.00004751552,0.0003016903,0.0001050828,0.0003044546,0.0002416017,0.0001507808,0.00009546327,0.001762929,0.002147651],"study_design_scores_gemma":[0.00001908137,0.00001991014,0.99768,0.00004190963,0.0000978648,0.00005577327,0.001095955,0.0004426869,0.00004115492,0.00002390338,0.000462522,0.00001927658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797035,0.001480457,0.0002375238,0.0007706227,0.00004765394,0.00007174864,0.01530271,0.00003913011,0.002346694],"genre_scores_gemma":[0.9929818,0.001175164,0.0002945507,0.0003295082,0.00001324414,0.00004049379,0.004262552,0.00001714213,0.0008855418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0366684,"threshold_uncertainty_score":0.2660491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687890380130518,"score_gpt":0.2622527842302528,"score_spread":0.2453738804289476,"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."}}