{"id":"W4405748759","doi":"10.1016/j.jval.2024.10.134","title":"CO57 Clinical and Patient-Reported Outcomes Associated With Oral Semaglutide Use in Adults With Type 2 Diabetes: A Pooled Analysis of Six Pioneer Real Prospective Real-World Studies","year":2024,"lang":"en","type":"article","venue":"Value in Health","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Semaglutide; Medicine; Type 2 diabetes; Pooled analysis; Meta-analysis; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.01017948,0.00167905,0.003383769,0.003688483,0.000487018,0.002522709,0.0008698749,0.001330243,0.001422031],"category_scores_gemma":[0.01614953,0.001068451,0.01728293,0.005618057,0.0005763721,0.001042886,0.001799996,0.0009438801,0.0001982275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007748167,"about_ca_system_score_gemma":0.000606329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005045929,"about_ca_topic_score_gemma":0.007831857,"domain_scores_codex":[0.9858694,0.006809394,0.002990806,0.002266174,0.001539913,0.000524284],"domain_scores_gemma":[0.9814793,0.008392991,0.006544505,0.002052389,0.001201978,0.0003287786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01712729,0.00006212551,0.5653147,0.005203149,0.4018948,0.000160259,0.0001232245,0.0006441977,0.0005424958,0.000106614,0.0006581905,0.008162935],"study_design_scores_gemma":[0.002555348,0.001334681,0.7152342,0.0007875171,0.2753633,0.0003685217,0.0003072753,0.00100357,0.0004472767,0.0002610717,0.002205342,0.0001320547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7987561,0.1806498,0.003073744,0.0002419157,0.0003016939,0.0003803183,0.01448443,0.00007927448,0.002032815],"genre_scores_gemma":[0.985241,0.008508305,0.001110725,0.0001857656,0.00013432,0.0002667098,0.00414528,0.00002168171,0.0003861896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017948,"threshold_uncertainty_score":0.05383492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708299758418476,"score_gpt":0.3627923401509598,"score_spread":0.305709342566775,"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."}}