{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002309865,0.0002272634,0.0006239417,0.0006899225,0.0003096894,0.001114115,0.0005004723,0.001016454,0.001363114],"category_scores_gemma":[0.01367857,0.0002876214,0.00139476,0.001148304,0.0003820267,0.0006101304,0.0004703041,0.001192024,0.0002552606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004357938,"about_ca_system_score_gemma":0.0004376197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583037,"about_ca_topic_score_gemma":0.007265979,"domain_scores_codex":[0.9981281,0.0007671425,0.0003309817,0.0003065281,0.0002811766,0.0001860899],"domain_scores_gemma":[0.9855086,0.004068884,0.008558314,0.0005104261,0.0005220105,0.0008317587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004887,0.00003190418,0.9985366,0.00001523554,0.0001168457,0.00003116111,0.00002782947,0.00001576837,0.00002801021,0.00000650562,0.00002934048,0.001060342],"study_design_scores_gemma":[0.000003940855,0.00006562858,0.9995863,0.0000123094,0.0000450212,0.00009626255,0.0000329989,0.00007935926,0.00001383228,0.00001172908,0.00005081696,0.000001873681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950843,0.002997665,0.0001223457,0.0004806182,0.00002616753,0.00001493849,0.0005573653,0.000003902136,0.000712618],"genre_scores_gemma":[0.9989723,0.0004749629,0.00007091086,0.000100585,0.00003822947,0.000005316818,0.0002392235,0.000001406938,0.00009721285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00583037,"threshold_uncertainty_score":0.01221585,"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."}}