{"id":"W4417480489","doi":"10.1016/j.jval.2025.09.111","title":"CO8 An Adjusted Indirect Comparison of Once-Weekly Insulin Efsitora Alfa vs. Insulin Icodec for Adults With Type 2 Diabetes Mellitus Previously Treated With Basal Insulin","year":2025,"lang":"en","type":"article","venue":"Value in Health","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Type 2 Diabetes Mellitus; Insulin; Basal (medicine); Basal insulin; Diabetes mellitus","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":[0.003019743,0.002440172,0.002864551,0.0007477265,0.0004321249,0.001627674,0.00138725,0.002047591,0.01090485],"category_scores_gemma":[0.008484413,0.001107869,0.01410713,0.001000392,0.0005422387,0.001210411,0.001109374,0.003714798,0.000725345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378319,"about_ca_system_score_gemma":0.001153304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02486766,"about_ca_topic_score_gemma":0.01725177,"domain_scores_codex":[0.9958494,0.002589653,0.0003082934,0.0005695403,0.0002706008,0.0004126155],"domain_scores_gemma":[0.9957308,0.002527737,0.000793098,0.0003170911,0.0002526548,0.0003784747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.906056,0.001088356,0.01922636,0.002595956,0.05642307,0.0001375544,0.00008470195,0.0007723433,0.000815021,0.0003337705,0.00126846,0.01119835],"study_design_scores_gemma":[0.4343935,0.08210778,0.1726256,0.001412249,0.2908933,0.0003897461,0.0005227313,0.008028704,0.002338506,0.001485193,0.005586999,0.0002157187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541897,0.02703023,0.001491536,0.0009147474,0.003014677,0.0005456731,0.00644443,0.0001498656,0.006219045],"genre_scores_gemma":[0.9919024,0.002164691,0.0008572561,0.000578838,0.0003272858,0.0002205661,0.001260751,0.00002926188,0.002658973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02486766,"threshold_uncertainty_score":0.04944581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391571093379822,"score_gpt":0.3349333038264685,"score_spread":0.2910175928926703,"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."}}