{"id":"W2003655151","doi":"10.1016/j.diabet.2012.12.005","title":"Difficulty adhering to antidiabetic treatment: Factors associated with persistence and compliance","year":2013,"lang":"en","type":"article","venue":"Diabetes & Metabolism","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski; Centre hospitalier universitaire de Québec; Université Laval","funders":"Merck Canada; Université Laval; Sanofi; AstraZeneca; Pfizer","keywords":"Medicine; Persistence (discontinuity); Cohort; Medical prescription; Logistic regression; Psychological intervention; Population; Cohort study; Socioeconomic status; Diabetes mellitus; Internal medicine; Physical therapy; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005603514,0.0002366025,0.0004804145,0.00006714708,0.0001120012,0.00004993494,0.0001042127,0.00005938378,0.0005749659],"category_scores_gemma":[0.0001277874,0.0001593315,0.00005645249,0.0003059428,0.0001069913,0.0001374256,0.00002724611,0.0001005369,0.0005065227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453657,"about_ca_system_score_gemma":0.00003558395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002961692,"about_ca_topic_score_gemma":0.000002466553,"domain_scores_codex":[0.9987398,0.00003544066,0.0001945654,0.0003707775,0.0002472318,0.000412159],"domain_scores_gemma":[0.9989766,0.00008328555,0.00009048231,0.000302047,0.000156139,0.0003914498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001270529,0.0003551084,0.9073516,0.00008167348,0.0003383259,0.000004017146,0.001478941,0.000004556509,0.06955881,0.00007698654,0.001150319,0.01958692],"study_design_scores_gemma":[0.000990425,0.000208768,0.9856973,0.0002996409,0.0001451202,7.947079e-7,0.0003293954,0.0003478084,0.009103196,0.00002035558,0.00265462,0.0002025203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962509,0.001170147,0.00002368662,0.000812255,0.00008226714,0.0006294612,0.00001145616,0.00008904318,0.0009307656],"genre_scores_gemma":[0.9952336,0.00005654002,0.0003798327,0.0008075386,0.00005047047,0.0001660662,0.00003539421,0.00002061741,0.003249937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07834572,"threshold_uncertainty_score":0.6510493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07967984531764358,"score_gpt":0.270094173773142,"score_spread":0.1904143284554985,"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."}}