{"id":"W2292084592","doi":"10.1016/j.clinthera.2016.02.011","title":"Opportunity Cost and Policy: A Utilization Review of Self-monitoring of Blood Glucose in Manitoba, Canada","year":2016,"lang":"en","type":"review","venue":"Clinical Therapeutics","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; University of Toronto","funders":"Microsoft","keywords":"Medicine; Test (biology); Medical prescription; Glucose test; Diabetes mellitus; Interrupted time series; Blood Glucose Self-Monitoring; Cost–benefit analysis; Blood test; Environmental health; Glycemic; Continuous glucose monitoring; Nursing; Psychological intervention; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006629472,0.0002950276,0.002667435,0.0001053514,0.00002106867,0.000003582011,0.0001668149,0.0003843158,0.00002546324],"category_scores_gemma":[0.001044405,0.0002024958,0.0003398166,0.0002677663,0.0001554258,0.00002490518,0.00007502941,0.0004384207,8.697785e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082774,"about_ca_system_score_gemma":0.003384101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003773105,"about_ca_topic_score_gemma":0.001334102,"domain_scores_codex":[0.9966764,0.0003015416,0.00211929,0.0003096967,0.0003290162,0.000264038],"domain_scores_gemma":[0.9972326,0.001127682,0.000594175,0.0004637891,0.0002987886,0.0002829533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004117691,0.0004078,0.004795756,0.06979547,0.000461491,0.00002763958,0.000008753018,1.85182e-9,6.0104e-7,0.000141937,0.00002327856,0.9242961],"study_design_scores_gemma":[0.001692045,0.0004001851,0.0003751071,0.18414,0.003437505,0.00002830091,0.00001211714,0.000001827876,0.000003856986,0.00003868393,0.8096862,0.000184071],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000691476,0.9971061,0.000004317902,0.00023288,0.0003156998,0.001088518,0.000118677,0.00001151357,0.0004308161],"genre_scores_gemma":[0.000808589,0.9979781,0.0001115926,0.0006802516,0.0002681595,0.00003456336,0.00004418692,0.00003404194,0.00004052446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.924112,"threshold_uncertainty_score":0.8257541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.225846143964969,"score_gpt":0.4470379416786622,"score_spread":0.2211917977136932,"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."}}