{"id":"W4404975646","doi":"10.1016/j.jcjd.2024.11.007","title":"Pharmacologic Glycemic Management of Type 2 Diabetes in Adults---2024 Update: An Opportunity Lost to Move Beyond First-line Metformin","year":2024,"lang":"en","type":"letter","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); Queensway-Carleton Hospital","funders":"","keywords":"Medicine; Metformin; Glycemic; Type 2 diabetes; First line; Diabetes mellitus; 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":[0.002854835,0.0007480568,0.00167,0.001380802,0.001362905,0.002791469,0.00107511,0.0123914,0.007341099],"category_scores_gemma":[0.01944077,0.0004531131,0.001251804,0.001231221,0.001057571,0.002838713,0.001199363,0.01657803,0.004659361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003685527,"about_ca_system_score_gemma":0.006371991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201953,"about_ca_topic_score_gemma":0.03588616,"domain_scores_codex":[0.9970183,0.0006546775,0.0006572393,0.0001603714,0.001277065,0.000232246],"domain_scores_gemma":[0.9840786,0.008037842,0.001392163,0.000224643,0.00421764,0.002049096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007822931,0.00004684785,0.0006070292,0.0002579865,0.00002200817,0.0005830716,0.00003977519,0.00003739934,0.00006870196,0.0007197357,0.9289944,0.06854486],"study_design_scores_gemma":[0.0001877627,0.00008465382,0.002495239,0.00268017,0.00009376465,0.001450681,0.0001550146,0.0001629162,0.0000656819,0.001537064,0.9910514,0.00003557222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004021084,0.03991447,0.0002180445,0.9130614,0.03893582,0.0000177415,0.0002190307,0.00007734563,0.007153974],"genre_scores_gemma":[0.004220986,0.05172353,0.001334405,0.8125514,0.1216856,0.00006150773,0.0003308187,0.00004272047,0.008048967],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0123914,"threshold_uncertainty_score":0.02674055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046787308116079,"score_gpt":0.2642504927738916,"score_spread":0.2437826196927308,"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."}}