{"id":"W2900371473","doi":"10.1016/j.msard.2018.11.004","title":"Persistence and adherence to the new oral disease-modifying therapies for multiple sclerosis: A population-based study","year":2018,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Manitoba; University of British Columbia Hospital; Manitoba Health; University of British Columbia","funders":"Crohn's and Colitis Canada; University of British Columbia; MedImmune; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; Canadian Institutes of Health Research; Ministry of Health, British Columbia; Saskatchewan Health Research Foundation; National Multiple Sclerosis Society; Research Manitoba; Guthy-Jackson Charitable Foundation","keywords":"Medicine; Fingolimod; Odds ratio; Discontinuation; Population; Internal medicine; Medical prescription; Teriflunomide; Persistence (discontinuity); Logistic regression; Confidence interval; Comorbidity; Multiple sclerosis; Pediatrics; Demography; Psychiatry; Environmental health","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005803816,0.0004429746,0.0005441896,0.0002209397,0.001470609,0.0001944708,0.000253285,0.0001294305,0.0000533762],"category_scores_gemma":[0.001876325,0.0003002597,0.0002015025,0.0005738749,0.0003740425,0.0001826692,0.0002015774,0.0002837608,0.00001737771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007901285,"about_ca_system_score_gemma":0.0001175706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083767,"about_ca_topic_score_gemma":0.004588454,"domain_scores_codex":[0.9970776,0.0001716514,0.0005260473,0.0009402956,0.0005762864,0.0007081021],"domain_scores_gemma":[0.9976262,0.000746835,0.000143172,0.0005919619,0.0002622799,0.000629482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001844528,0.0006157611,0.8818043,0.0001144541,0.0004503848,8.144881e-7,0.007740312,0.0002342058,0.00325059,0.00001095503,0.001153915,0.1027797],"study_design_scores_gemma":[0.009820996,0.00168345,0.9531166,0.0005207568,0.0002457621,5.908643e-7,0.006380214,0.0267884,0.00006375773,0.00004569455,0.0009493344,0.0003844337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835131,0.003112888,0.0006598078,0.00737113,0.0002380303,0.004834056,0.00007231389,0.0001608679,0.00003786913],"genre_scores_gemma":[0.9958802,0.0007786899,0.001767913,0.0005013261,0.0001230917,0.0006104787,0.00003496268,0.00006826624,0.0002350444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023953,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123049810676369,"score_gpt":0.3148480857448274,"score_spread":0.2025431046771905,"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."}}