{"id":"W4388671456","doi":"10.1503/cmaj.230572","title":"Continuous glucose monitoring","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Custom Security Industries (Canada); University of Toronto; St Joseph's Health Care; Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Fingerstick; Glycemic; Medicine; Type 2 diabetes; Continuous glucose monitoring; Diabetes mellitus; Basal (medicine); Insulin; Type 1 diabetes; Basal insulin; Blood Glucose Self-Monitoring; Intensive care medicine; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001163263,0.001003689,0.001034598,0.001146643,0.0004483866,0.001141767,0.001029897,0.0008213859,0.01802428],"category_scores_gemma":[0.005347388,0.0001663903,0.0003554144,0.00220939,0.0001852411,0.0006002623,0.0006638577,0.0009621896,0.007725392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004555523,"about_ca_system_score_gemma":0.0009063554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005259847,"about_ca_topic_score_gemma":0.002908033,"domain_scores_codex":[0.9972507,0.0006743004,0.0001946227,0.0006611047,0.001089021,0.0001301566],"domain_scores_gemma":[0.9977938,0.000375901,0.0004449904,0.0002209791,0.000947635,0.0002166918],"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":[0.002425546,0.001109127,0.09568094,0.00138831,0.0004340091,0.0006859323,0.0001745517,0.0005416911,0.004739962,0.003285913,0.2201678,0.6693662],"study_design_scores_gemma":[0.001365713,0.002693692,0.3373141,0.00351427,0.0007406408,0.007240544,0.0002967473,0.004808637,0.007217332,0.006301492,0.6282817,0.0002251328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1206865,0.03784962,0.0916509,0.008843469,0.006828557,0.005218269,0.122518,0.00732116,0.5990835],"genre_scores_gemma":[0.651352,0.03012981,0.07876299,0.01963782,0.007398057,0.006630914,0.06209604,0.0006149604,0.1433773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01802428,"threshold_uncertainty_score":0.06029725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512567125602025,"score_gpt":0.2884574462754568,"score_spread":0.2733317750194365,"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."}}