{"id":"W4392738595","doi":"10.1111/dom.15493/v2/review1","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":2024,"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; Diabetes mellitus; Gerontology; Physical therapy; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004404305,0.0008551747,0.003428825,0.004200883,0.001485582,0.003395073,0.002847569,0.002253836,0.02384078],"category_scores_gemma":[0.02170855,0.0005222363,0.002603708,0.006317459,0.001089365,0.001028493,0.001144556,0.001277454,0.004802536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01052538,"about_ca_system_score_gemma":0.06366574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2999144,"about_ca_topic_score_gemma":0.5364487,"domain_scores_codex":[0.9966634,0.000490769,0.0007089843,0.0002190399,0.001656883,0.0002609845],"domain_scores_gemma":[0.9712706,0.005308723,0.002516374,0.0003222188,0.01948883,0.001093201],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001847723,0.00004359368,0.0008005227,0.05086789,0.0006324207,0.00007092371,0.00007812642,0.00002547851,0.00008711893,0.000320375,0.8809209,0.06596793],"study_design_scores_gemma":[0.001225071,0.0001245551,0.026175,0.1415431,0.004530623,0.0003093071,0.0002370326,0.00007688587,0.0001430417,0.0003330632,0.8252256,0.00007675312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001782261,0.853595,0.0002616001,0.05832285,0.03876468,0.002119772,0.02410832,0.0002244207,0.02082111],"genre_scores_gemma":[0.01373887,0.885367,0.001931873,0.0424661,0.008882876,0.001676625,0.01625468,0.00012359,0.02955827],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9955957,"threshold_uncertainty_score":0.5963375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216130622802859,"score_gpt":0.3638688641915837,"score_spread":0.321707557963555,"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."}}