{"id":"W2128862795","doi":"10.1186/1472-6823-13-46","title":"Self-monitoring of blood glucose in Black Caribbean and South Asian Canadians with non-insulin treated Type 2 diabetes mellitus: a qualitative study of patients’ perspectives","year":2013,"lang":"en","type":"article","venue":"BMC Endocrine Disorders","topic":"Diabetes Management and Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Diabetes mellitus; Insulin; Type 2 diabetes; Internal medicine; Type 2 Diabetes Mellitus; South asia; Continuous glucose monitoring; Endocrinology; Type 1 diabetes","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007647811,0.0001670635,0.0003311043,0.0002885908,0.00002475473,0.0000115503,0.00006384667,0.00001961017,0.00001979432],"category_scores_gemma":[0.00008799311,0.0001421906,0.00002793232,0.0004637703,0.00008310038,0.0001109143,0.00002254678,0.000081412,0.000002186861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004124184,"about_ca_system_score_gemma":0.00006219413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399392,"about_ca_topic_score_gemma":0.006238638,"domain_scores_codex":[0.9989694,0.00008145453,0.000266109,0.0002515071,0.0001724733,0.0002590527],"domain_scores_gemma":[0.9993259,0.00006096221,0.0001339959,0.0001984935,0.0001913293,0.00008925969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005789692,0.001817523,0.8027668,0.0002485088,0.0002248913,5.882281e-7,0.1944569,0.000005891437,0.00001866834,0.000007845919,0.00002125824,0.0003732117],"study_design_scores_gemma":[0.003130947,0.00130273,0.5690065,0.00005165247,0.0002161864,2.698558e-8,0.4260066,0.00002874667,0.0001491093,0.00001189597,0.000007871697,0.00008775548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978756,0.0002554166,5.510532e-7,0.00006820619,0.00002841538,0.00132929,0.00003772354,0.00001809424,0.0003866548],"genre_scores_gemma":[0.9993859,0.00005985989,0.0003030986,0.000003798863,0.00001446046,0.00007106102,0.0001092161,0.00001959024,0.00003304487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2337603,"threshold_uncertainty_score":0.9925719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008393867962619862,"score_gpt":0.2572026212944726,"score_spread":0.2488087533318528,"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."}}