{"id":"W4416776419","doi":"10.1007/s13300-025-01821-9","title":"Cost-effectiveness of Freestyle Libre Systems for People with Type 2 Diabetes Mellitus on Basal Insulin Therapy in the Netherlands: An Economic Evaluation from a Societal Perspective Within a Publicly Funded Healthcare System","year":2025,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"Abbott Diabetes Care","keywords":"Type 2 Diabetes Mellitus; Perspective (graphical); Healthcare system; Health care; Economic evaluation; Basal insulin; Type 2 diabetes","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":[0.007651595,0.001071067,0.001749995,0.001065542,0.0002618631,0.00217463,0.0008650422,0.001101143,0.002437333],"category_scores_gemma":[0.01961226,0.0005759925,0.005155131,0.001440487,0.0005605307,0.001470809,0.001124928,0.0009517391,0.0001167313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007250212,"about_ca_system_score_gemma":0.002409021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02257682,"about_ca_topic_score_gemma":0.01082327,"domain_scores_codex":[0.9932677,0.005446806,0.0003224669,0.0002460549,0.0004166022,0.0003005871],"domain_scores_gemma":[0.9927781,0.005557249,0.0008293958,0.0001529322,0.0003089987,0.0003732356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.1046019,0.007241632,0.08558574,0.0101336,0.02292475,0.001428304,0.0006169909,0.6410319,0.001441043,0.009787608,0.004151359,0.1110553],"study_design_scores_gemma":[0.02354216,0.04795064,0.1158455,0.002660779,0.02486287,0.001005415,0.002189449,0.7655064,0.002071979,0.00681843,0.007113297,0.0004331445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826397,0.007739721,0.002567442,0.0007020643,0.00009030313,0.0007078074,0.002330428,0.00001471067,0.003207822],"genre_scores_gemma":[0.9957101,0.001506759,0.001176738,0.00008072245,0.00001510124,0.0004001096,0.0006988071,0.000008042503,0.0004035465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257682,"threshold_uncertainty_score":0.05260414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050749177980778,"score_gpt":0.3395483828622515,"score_spread":0.2890408910824437,"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."}}