{"id":"W2778234808","doi":"10.1080/03007995.2017.1421146","title":"Real-world effectiveness, adherence and persistence among patients with type 2 diabetes mellitus initiating dulaglutide treatment","year":2017,"lang":"en","type":"article","venue":"Current Medical Research and Opinion","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eli Lilly (Canada)","funders":"","keywords":"Medicine; Dulaglutide; Persistence (discontinuity); Internal medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Type 2 diabetes; Physical therapy; Exenatide; 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":[0.002924837,0.0001869869,0.0004193036,0.0007545919,0.0003248583,0.001125193,0.0004388972,0.0005481294,0.0009349448],"category_scores_gemma":[0.01158576,0.0002224989,0.0006510737,0.001364157,0.0002708939,0.0008202892,0.0005320346,0.0006823673,0.0001498848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005353415,"about_ca_system_score_gemma":0.0003943517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004712596,"about_ca_topic_score_gemma":0.005005735,"domain_scores_codex":[0.9969144,0.001502443,0.0005450101,0.0003695182,0.0004837927,0.0001847724],"domain_scores_gemma":[0.987416,0.002635105,0.008458276,0.0004693082,0.00053099,0.0004904543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001359851,0.00006167103,0.9983713,0.00001514673,0.0001022195,0.00001794216,0.00005909486,0.00007520191,0.00002101605,0.000006912082,0.00004880827,0.001084734],"study_design_scores_gemma":[0.00002056594,0.0002632291,0.9983168,0.00001913533,0.00006303357,0.0001816143,0.0002683001,0.0006926318,0.00003474404,0.0000188616,0.0001136114,0.000007559402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990432,0.0001997407,0.00004962374,0.00005898813,0.000002445906,0.000007806922,0.0004490663,0.000001811707,0.0001872882],"genre_scores_gemma":[0.9993272,0.00007394495,0.00008169596,0.00002624627,0.000006915488,0.00001062457,0.0004423384,9.259316e-7,0.00003015538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004712596,"threshold_uncertainty_score":0.01546824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09947148768741258,"score_gpt":0.3989408519348407,"score_spread":0.2994693642474281,"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."}}