{"id":"W4281745128","doi":"10.2337/db22-680-p","title":"680-P: Effect of the FreeStyle Libre System on Diabetes Treatment for People with T2D: Results from a Retrospective Cohort Study Using Canadian Private Payer Claims Database","year":2022,"lang":"en","type":"article","venue":"Diabetes","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Concomitant; Diabetes mellitus; Type 2 diabetes; Cohort; Glycemic; Reimbursement; Retrospective cohort study; Internal medicine; Insulin; Endocrinology; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.001395647,0.0003460785,0.0003980371,0.001624247,0.001358479,0.001155996,0.000987552,0.0004919314,0.002246375],"category_scores_gemma":[0.004575302,0.000370631,0.001274464,0.004196593,0.0003918445,0.0004999511,0.0007987361,0.0007229673,0.0002715222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006726805,"about_ca_system_score_gemma":0.008348875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8628681,"about_ca_topic_score_gemma":0.854335,"domain_scores_codex":[0.9981987,0.0001924349,0.0001558403,0.000352805,0.0007656049,0.0003346282],"domain_scores_gemma":[0.9946579,0.0003573346,0.002406002,0.0003254764,0.001437106,0.0008162192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029297,0.00002713847,0.9987845,0.00001312298,0.00007286726,0.00001486992,0.00005332735,0.00001959694,0.00002150853,0.00001242954,0.0003227268,0.0005549215],"study_design_scores_gemma":[0.00001142411,0.00002866209,0.9994862,0.000007221227,0.00003252493,0.00002829247,0.00009620179,0.00009909186,0.00001131966,0.000004550854,0.0001909279,0.000003605777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987912,0.0003415475,0.0000545533,0.0001278075,0.000008785358,0.00007453481,0.01064679,0.000007078345,0.000826827],"genre_scores_gemma":[0.9941585,0.0001794977,0.000137987,0.00009604757,0.0000125777,0.00003826555,0.005033793,0.000004792958,0.0003386081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371319,"threshold_uncertainty_score":0.2758789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611302872267448,"score_gpt":0.2450208877555441,"score_spread":0.2189078590328696,"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."}}