{"id":"W2062142085","doi":"10.1177/0145721710391479","title":"Understanding Self-Monitoring of Blood Glucose Among Individuals With Type 1 and Type 2 Diabetes","year":2011,"lang":"en","type":"article","venue":"The Diabetes Educator","topic":"Diabetes Management and Education","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Type 2 diabetes; Continuous glucose monitoring; Blood Glucose Self-Monitoring; Medicine; Diabetes mellitus; Type 1 diabetes; Psychology; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007865892,0.0002977986,0.0004149647,0.0006743326,0.0004958076,0.0007536939,0.0003217158,0.0007103569,0.002198011],"category_scores_gemma":[0.004826674,0.00021297,0.0004283446,0.0004272136,0.0002343422,0.0006842711,0.0006173571,0.0007955001,0.0002045328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003709796,"about_ca_system_score_gemma":0.0003182543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00787646,"about_ca_topic_score_gemma":0.00900602,"domain_scores_codex":[0.999602,0.00008790735,0.0000459049,0.00005902304,0.0001231268,0.00008207599],"domain_scores_gemma":[0.9982736,0.0004392032,0.0008113797,0.00004973347,0.0001733443,0.0002526478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002815199,0.0001212612,0.9962471,0.00001303319,0.00002063649,0.00002615724,0.0003934345,0.00002887583,0.00004853773,0.000008992109,0.0001064868,0.002957196],"study_design_scores_gemma":[0.000004811208,0.00008995512,0.9986579,0.00001427801,0.00001951658,0.0001172959,0.0007103889,0.0001966452,0.00003030786,0.00002334889,0.0001319782,0.000003444286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992228,0.0001431786,0.00002435892,0.00008916932,0.000005290925,0.000006240247,0.00006269952,0.000001274956,0.0004450367],"genre_scores_gemma":[0.9994138,0.0001161182,0.00005952947,0.00007540899,0.000007459255,0.00000860689,0.0001136932,7.515956e-7,0.0002045043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00787646,"threshold_uncertainty_score":0.01566124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05621690277328061,"score_gpt":0.2534598748883881,"score_spread":0.1972429721151074,"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."}}