{"id":"W2096766721","doi":"10.1002/pds.3424","title":"Does antidepressant medication use affect persistence with diabetes medicines?","year":2013,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Diabetes Management and Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; National Health and Medical Research Council; AGE-WELL","keywords":"Medicine; Discontinuation; Metformin; Sulfonylurea; Depression (economics); Diabetes mellitus; Antidepressant; Population; Veterans Affairs; Pharmacoepidemiology; Internal medicine; Psychiatry; Medical prescription; Pharmacology; Anxiety; Environmental health; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298637,0.0001920528,0.0004220067,0.0001068325,0.000140236,0.00001430502,0.00008437831,0.00006420385,0.0005140409],"category_scores_gemma":[0.0007552678,0.00009703687,0.00004992417,0.0001286352,0.0003394052,0.0003986048,0.00004664197,0.0002136438,0.00005537349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002557302,"about_ca_system_score_gemma":0.00002929146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009063118,"about_ca_topic_score_gemma":0.0000065585,"domain_scores_codex":[0.9984824,0.0003166404,0.0003135618,0.0003850643,0.0001354177,0.000366912],"domain_scores_gemma":[0.9977936,0.001485529,0.0001581979,0.0002340082,0.00009455272,0.0002341618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008680581,0.00007757261,0.9505211,0.0001794294,0.0001543514,0.000002194395,0.0002392593,0.000004329132,0.001092243,0.0001283827,0.03588811,0.01162628],"study_design_scores_gemma":[0.001239807,0.00009432399,0.9816173,0.0001656971,0.0003933934,0.000004145061,0.0002733765,0.00250834,0.0006460576,0.0002277977,0.0126653,0.0001644368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451431,0.0006394527,0.0003185773,0.05120307,0.0004565701,0.0007281709,0.00000337384,0.0001024206,0.001405287],"genre_scores_gemma":[0.9882163,0.001058875,0.0009271764,0.007988969,0.0002774003,0.0001130676,0.00009894994,0.00001523664,0.001304033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0432141,"threshold_uncertainty_score":0.5628387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492836628904223,"score_gpt":0.2999227624379653,"score_spread":0.2749943961489231,"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."}}