{"id":"W2138759282","doi":"10.1503/cmaj.091017","title":"Blood glucose test strips: options to reduce usage","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Banting and Best Diabetes Centre, University of Toronto; Institute for Clinical Evaluative Sciences; Canadian Diabetes Association","keywords":"Glucose test; Medicine; Medical prescription; Diabetes mellitus; Hypoglycemia; Test (biology); Psychological intervention; Blood test; Emergency medicine; Intensive care medicine; Internal medicine; Pharmacology; Endocrinology","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":[0.003631243,0.0005130077,0.0004666596,0.00101072,0.0004197763,0.001316293,0.00136903,0.001345273,0.006684107],"category_scores_gemma":[0.01308963,0.0001989958,0.0007144483,0.001260381,0.0006365542,0.001152525,0.0008325573,0.0008189888,0.0008987449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438624,"about_ca_system_score_gemma":0.003167582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289823,"about_ca_topic_score_gemma":0.01934288,"domain_scores_codex":[0.9973934,0.001220681,0.0001740963,0.0001492987,0.0008308563,0.0002317152],"domain_scores_gemma":[0.9921402,0.003358622,0.002518137,0.0004743461,0.0007846929,0.0007239826],"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":[0.001200443,0.001560688,0.1747751,0.002255416,0.0003264986,0.0005497786,0.0005009782,0.004548796,0.002359601,0.007423269,0.05646367,0.7480357],"study_design_scores_gemma":[0.00190737,0.004379961,0.7150671,0.004988797,0.0009140522,0.003286102,0.002165546,0.01710519,0.004687666,0.02348275,0.22183,0.0001854711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5168905,0.05479655,0.04313401,0.2992704,0.001194754,0.0009434651,0.002787302,0.001477112,0.07950576],"genre_scores_gemma":[0.9189798,0.02363378,0.02643734,0.02441464,0.00151104,0.0004408129,0.001055252,0.00003995424,0.003487292],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01289823,"threshold_uncertainty_score":0.02564633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008602558292532021,"score_gpt":0.2437669063222643,"score_spread":0.2351643480297323,"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."}}