{"id":"W2311957294","doi":"10.1016/j.jval.2015.03.366","title":"Evaluating the Cost of Bringing People with type 2 Diabetes mellitus to multiple targets of Treatment In Canada","year":2015,"lang":"en","type":"article","venue":"Value in Health","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Liraglutide; Medicine; Exenatide; Sitagliptin; Pioglitazone; Glycemic; Type 2 diabetes; Insulin glargine; Insulin detemir; Internal medicine; Sulfonylurea; Hypoglycemia; Diabetes mellitus; Endocrinology; Insulin","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":[0.001165795,0.0004545468,0.0007055068,0.001746256,0.002835439,0.002310908,0.001701016,0.0008593525,0.003095184],"category_scores_gemma":[0.01220928,0.0004439885,0.00132084,0.005140686,0.0008820557,0.0007583274,0.001191453,0.001576732,0.0001207744],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1407383,"about_ca_system_score_gemma":0.1355272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975806,"about_ca_topic_score_gemma":0.9985626,"domain_scores_codex":[0.9972039,0.000484666,0.0002127151,0.0001426972,0.001104933,0.0008511298],"domain_scores_gemma":[0.990887,0.001525016,0.001067968,0.0001157109,0.004010303,0.002394044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001611873,0.0008634474,0.9004326,0.000675334,0.0008403705,0.0006399772,0.0009639193,0.01069692,0.0001947772,0.003101093,0.02039776,0.05958199],"study_design_scores_gemma":[0.0005389544,0.0004895206,0.9630373,0.0006051593,0.000994844,0.0003600397,0.006105938,0.02002466,0.0002561282,0.0009183857,0.006551407,0.0001177824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669584,0.003442765,0.0002501215,0.009114115,0.0001180094,0.0002439283,0.006842122,0.00002501786,0.01300544],"genre_scores_gemma":[0.9944817,0.001775922,0.0005844304,0.000642753,0.0000294644,0.00003791966,0.001257223,0.0000092178,0.001181241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1407383,"threshold_uncertainty_score":0.9966217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07310793442859402,"score_gpt":0.3267069890180664,"score_spread":0.2535990545894724,"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."}}