{"id":"W4390555753","doi":"10.1111/dom.15419/v1/review1","title":"Review for \"Patterns of metformin use and glycated haemoglobin trends among patients with newly diagnosed type 2 diabetes in Alberta, Canada\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metformin; Glycated haemoglobin; Type 2 diabetes; Medicine; Glycated hemoglobin; Demography; Diabetes mellitus; Internal medicine; Pediatrics; Endocrinology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005982014,0.001171593,0.002493396,0.008511404,0.002734959,0.004881302,0.003615431,0.002276642,0.02744712],"category_scores_gemma":[0.02820834,0.0006469542,0.001898408,0.01212705,0.001285196,0.001177484,0.001217979,0.001721741,0.00516767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02928326,"about_ca_system_score_gemma":0.1701785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9269574,"about_ca_topic_score_gemma":0.9657038,"domain_scores_codex":[0.9956452,0.0004058624,0.0005343443,0.0002532924,0.0026787,0.0004826216],"domain_scores_gemma":[0.9360988,0.00398771,0.002149529,0.0004359021,0.05464701,0.002681098],"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":[0.00006320845,0.00001603728,0.001210638,0.007147486,0.0001454817,0.00005858836,0.00008238962,0.00005182766,0.00004347113,0.0003630833,0.9294322,0.06138553],"study_design_scores_gemma":[0.0002026786,0.00004492932,0.03449888,0.03042307,0.0008265931,0.0002471089,0.0003170826,0.00008690843,0.00008919512,0.0002326007,0.93295,0.00008097025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002074324,0.7813371,0.0003547189,0.08611359,0.07017643,0.0008559461,0.02556991,0.0002931685,0.03322482],"genre_scores_gemma":[0.01794647,0.844647,0.002451916,0.02346978,0.01591792,0.0005676933,0.02222328,0.0001565055,0.07261956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07304263,"threshold_uncertainty_score":0.2124659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218010463864146,"score_gpt":0.2591894894104918,"score_spread":0.2373884430240772,"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."}}