{"id":"W2580510825","doi":"10.1007/s40266-017-0438-x","title":"Tolerability of Cholinesterase Inhibitors: A Population-Based Study of Persistence, Adherence, and Switching","year":2017,"lang":"en","type":"article","venue":"Drugs & Aging","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Tolerability; Galantamine; Rivastigmine; Discontinuation; Hazard ratio; Internal medicine; Population; Donepezil; Confidence interval; Relative risk; Persistence (discontinuity); Dementia; Adverse effect; Disease","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":[0.002137978,0.0004851558,0.0009477658,0.0008830114,0.0008160562,0.001147631,0.0005012935,0.001544915,0.001084975],"category_scores_gemma":[0.004247954,0.000683304,0.001865705,0.001351238,0.000538922,0.001495196,0.000553006,0.001680103,0.0002709934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004517598,"about_ca_system_score_gemma":0.0003684481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004836279,"about_ca_topic_score_gemma":0.005053055,"domain_scores_codex":[0.9985757,0.0005051819,0.0001870641,0.0002772284,0.0002902515,0.0001646318],"domain_scores_gemma":[0.9969648,0.0006244086,0.001150107,0.0003165475,0.0004026167,0.0005415355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001067474,0.0006181169,0.9958317,0.00001596946,0.0005913679,0.00006954266,0.0001692389,0.00004217806,0.0002618287,0.00001061748,0.00004830534,0.001273635],"study_design_scores_gemma":[0.00005850594,0.001070941,0.998075,0.00000422791,0.0001727188,0.0001231391,0.0001785783,0.0002028955,0.00003696323,0.00001702881,0.00005155534,0.000008438858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993522,0.0001535982,0.00005479147,0.00002339187,0.000006254891,0.0000151571,0.0001238072,0.000003164188,0.000267727],"genre_scores_gemma":[0.99951,0.00006875226,0.0000476134,0.0000449994,0.00001413815,0.00001108496,0.0001831007,0.000002113889,0.0001182022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004836279,"threshold_uncertainty_score":0.01130682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839045899456792,"score_gpt":0.3351366784137264,"score_spread":0.2867462194191585,"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."}}