{"id":"W2594775540","doi":"10.1016/j.jdiacomp.2017.02.016","title":"Factors associated with antidiabetic medication non-adherence in patients with incident comorbid depression","year":2017,"lang":"en","type":"article","venue":"Journal of Diabetes and its Complications","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; The Quebec Population Health Research Network","funders":"","keywords":"Medicine; Diabetes mellitus; Depression (economics); Medication adherence; Comorbidity; Internal medicine; Psychiatry; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000170387,0.000114759,0.0002888859,0.0001073589,0.0002071414,0.00004341629,0.0002161261,0.00005025111,0.00004126789],"category_scores_gemma":[0.0002632344,0.00007083896,0.00002679917,0.00009239247,0.0001032821,0.00026564,0.00003223749,0.0002129655,0.000005938592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004213631,"about_ca_system_score_gemma":0.0001084268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003652805,"about_ca_topic_score_gemma":0.000005846466,"domain_scores_codex":[0.9989698,0.00002514495,0.000336647,0.000145245,0.0003695931,0.0001535514],"domain_scores_gemma":[0.9981109,0.0000809432,0.0008674491,0.0003068766,0.0004515651,0.0001822762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001401249,0.0002771119,0.9977039,0.00002109353,0.00003947232,4.986459e-7,0.00007734604,0.000002091691,0.0003740901,0.00001673917,0.0001653449,0.001308373],"study_design_scores_gemma":[0.00220104,0.0005307914,0.9949035,0.00123202,0.00007008794,7.824584e-7,0.00005204825,0.0003260026,0.0005041265,0.00004401069,0.00004944455,0.00008611177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982111,0.0001499055,0.0001051548,0.0008096332,0.00003867168,0.0002933952,0.000005803261,0.000006244696,0.000380047],"genre_scores_gemma":[0.9995915,0.00003544142,0.0001089244,0.0001390244,0.00001955293,0.00001444798,0.00002515422,0.000009294901,0.00005665635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002800292,"threshold_uncertainty_score":0.2888729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0453018269851283,"score_gpt":0.2964700777327012,"score_spread":0.2511682507475729,"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."}}