{"id":"W4392738806","doi":"10.1111/dom.15493/v1/review2","title":"Review for \"Use of once‐daily oral semaglutide and associated clinical outcomes among adults with type 2 diabetes in routine clinical practice in Canada: A multicentre, prospective real‐world study (<scp>PIONEER REAL</scp> Canada)\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Semaglutide; Medicine; Type 2 diabetes; Clinical Practice; Prospective cohort study; Diabetes mellitus; Gerontology; Physical therapy; Internal medicine; Endocrinology","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":[0.00436977,0.0008346491,0.003436395,0.004183241,0.001464517,0.003374882,0.002761596,0.002214014,0.02277578],"category_scores_gemma":[0.02211699,0.00051511,0.002591544,0.006359893,0.001067887,0.001021568,0.001115679,0.001261367,0.004530733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01033976,"about_ca_system_score_gemma":0.06267423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2972196,"about_ca_topic_score_gemma":0.5313224,"domain_scores_codex":[0.9966627,0.0004905674,0.0007233341,0.0002188336,0.001646354,0.0002581829],"domain_scores_gemma":[0.9708473,0.005459844,0.002587562,0.0003202541,0.01968862,0.001096406],"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":[0.0001925925,0.00004582904,0.0009108367,0.05391587,0.0006770339,0.00007341599,0.00008211536,0.00002633136,0.00008845066,0.000332292,0.8745314,0.0691238],"study_design_scores_gemma":[0.001255207,0.0001277903,0.02859389,0.1522945,0.004771707,0.0003234441,0.0002489509,0.00008001007,0.0001437209,0.0003356846,0.8117455,0.00007958504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001811115,0.8614793,0.0002501491,0.05488265,0.03686877,0.002017948,0.02298201,0.0002060091,0.01950202],"genre_scores_gemma":[0.01362999,0.893271,0.001827871,0.03916513,0.008490323,0.001577212,0.01535585,0.0001130226,0.02656963],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7027804,"threshold_uncertainty_score":0.5909792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141635073132465,"score_gpt":0.3682286588191387,"score_spread":0.316812308087814,"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."}}