{"id":"W4387563674","doi":"10.1111/dom.15309","title":"Proportion of participants with type 2 diabetes achieving a metabolic composite endpoint with once‐weekly semaglutide treatment versus comparators: Post hoc pooled analysis from <scp>SUSTAIN</scp> 1‐5, 7‐10 and <scp>SUSTAIN</scp> China","year":2023,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"FSD Pharma (Canada)","funders":"Novo Nordisk","keywords":"Semaglutide; Medicine; Post-hoc analysis; Type 2 diabetes; Internal medicine; Clinical endpoint; Placebo; Logistic regression; Covariate; Randomized controlled trial; Diabetes mellitus; Endocrinology; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01511404,0.001955005,0.01166626,0.001356781,0.0002283235,0.001409834,0.0009141541,0.001577156,0.002426929],"category_scores_gemma":[0.01191209,0.0009246235,0.02019629,0.001701324,0.0005664944,0.001176571,0.001043999,0.001492009,0.0002708283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047585,"about_ca_system_score_gemma":0.001015619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994538,"about_ca_topic_score_gemma":0.002696066,"domain_scores_codex":[0.9898657,0.005811053,0.001569992,0.001516379,0.0008509205,0.0003859178],"domain_scores_gemma":[0.993937,0.00303169,0.001551196,0.0006206734,0.0006392554,0.0002202211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.5866396,0.0004311001,0.02195665,0.01290222,0.3486685,0.000115082,0.0002023167,0.001642975,0.003085799,0.0001208089,0.001529038,0.02270582],"study_design_scores_gemma":[0.1610526,0.0601505,0.1466886,0.001232521,0.619585,0.0002598891,0.0002422057,0.003620478,0.003331817,0.0004587955,0.003194048,0.0001837235],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321694,0.04750337,0.004775096,0.0003202007,0.000594634,0.003152414,0.008835605,0.0002526847,0.002396602],"genre_scores_gemma":[0.9850566,0.004365812,0.002173036,0.0002966833,0.000180306,0.003635256,0.00309679,0.00005640865,0.001139189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511404,"threshold_uncertainty_score":0.07993162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141778147220316,"score_gpt":0.247198688086484,"score_spread":0.2330208733644525,"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."}}